diff --git a/config.json b/config.json index 15a877c1aa..73b3deea91 100644 --- a/config.json +++ b/config.json @@ -92,14 +92,14 @@ }, "RunNightlyBuildTests": { "description": "MsBuild target that run the nightly build tests. Call this after building.", - "valueType": "target", - "values": [], - "defaultValue": "" + "valueType": "target", + "values": [], + "defaultValue": "" }, "Coverage": { "description": "Turn on code coverge.", "valueType": "property", - "values": ["false", "true"], + "values": [ "false", "true" ], "defaultValue": "false" }, "CleanAllProjects": { diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-out.txt index c4070e591b..eeaf404fad 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-out.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-out.txt @@ -2,7 +2,7 @@ maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 Not adding a normalizer. Data fully loaded into memory. Initial learning rate is tuned to 100.000000 -Bias: -467.9297, Weights: [5.415065,76.39395,22.35155,-11.98839,-28.26446,44.58415,22.72012,11.13254,2.851256] +Bias: -468.3528, Weights: [4.515409,75.74901,22.2914,-10.50209,-28.58107,44.81024,23.8734,13.20304,2.448269] Not training a calibrator because it is not needed. Not adding a normalizer. Data fully loaded into memory. @@ -15,15 +15,15 @@ Confusion table ||====================== PREDICTED || positive | negative | Recall TRUTH ||====================== - positive || 130 | 4 | 0.9701 + positive || 132 | 2 | 0.9851 negative || 8 | 212 | 0.9636 ||====================== -Precision || 0.9420 | 0.9815 | -OVERALL 0/1 ACCURACY: 0.966102 +Precision || 0.9429 | 0.9907 | +OVERALL 0/1 ACCURACY: 0.971751 LOG LOSS/instance: Infinity Test-set entropy (prior Log-Loss/instance): 0.956998 LOG-LOSS REDUCTION (RIG): -Infinity -AUC: 0.990706 +AUC: 0.991045 Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. TEST POSITIVE RATIO: 0.3191 (105.0/(105.0+224.0)) Confusion table @@ -42,16 +42,16 @@ AUC: 0.963435 OVERALL RESULTS --------------------------------------- -AUC: 0.977070 (0.0136) -Accuracy: 0.952656 (0.0134) -Positive precision: 0.919613 (0.0224) -Positive recall: 0.942217 (0.0279) -Negative precision: 0.970470 (0.0110) +AUC: 0.977240 (0.0138) +Accuracy: 0.955481 (0.0163) +Positive precision: 0.920027 (0.0228) +Positive recall: 0.949680 (0.0354) +Negative precision: 0.975057 (0.0156) Negative recall: 0.957265 (0.0064) Log-loss: Infinity (NaN) Log-loss reduction: -Infinity (NaN) -F1 Score: 0.930771 (0.0251) -AUPRC: 0.964018 (0.0164) +F1 Score: 0.934582 (0.0289) +AUPRC: 0.964431 (0.0168) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-rp.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-rp.txt index 324536d66f..cbe85dbf29 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-rp.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-rp.txt @@ -1,4 +1,4 @@ SymSGD AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.97707 0.952656 0.919613 0.942217 0.97047 0.957265 Infinity -Infinity 0.930771 0.964018 1 SymSGD %Data% %Output% 99 0 0 maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 /nt:1 +0.97724 0.955481 0.920027 0.94968 0.975057 0.957265 Infinity -Infinity 0.934582 0.964431 1 SymSGD %Data% %Output% 99 0 0 maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 /nt:1 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.linux-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.linux-out.txt new file mode 100644 index 0000000000..2df89c018b --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.linux-out.txt @@ -0,0 +1,69 @@ +maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -465.74258, Weights: [10.088505,67.45707,18.099556,-11.573266,-32.295338,52.25842,17.802341,14.058811,-2.0404801] +Not training a calibrator because it is not needed. +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -484.28625, Weights: [-12.7873125,140.42897,121.93798,37.52739,-129.81442,70.90551,-89.37083,81.64296,-32.327835] +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 130 | 4 | 0.9701 + negative || 7 | 213 | 0.9682 + ||====================== +Precision || 0.9489 | 0.9816 | +OVERALL 0/1 ACCURACY: 0.968927 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.990095 +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3191 (105.0/(105.0+224.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 96 | 9 | 0.9143 + negative || 11 | 213 | 0.9509 + ||====================== +Precision || 0.8972 | 0.9595 | +OVERALL 0/1 ACCURACY: 0.939210 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.963435 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.976765 (0.0133) +Accuracy: 0.954068 (0.0149) +Positive precision: 0.923051 (0.0259) +Positive recall: 0.942217 (0.0279) +Negative precision: 0.970513 (0.0111) +Negative recall: 0.959537 (0.0086) +Log-loss: Infinity (NaN) +Log-loss reduction: -Infinity (NaN) +F1 Score: 0.932535 (0.0269) +AUPRC: 0.963544 (0.0159) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + +--- Progress log --- +[1] 'Preprocessing' started. +[1] 'Preprocessing' finished in %Time%. +[2] 'Training' started. +[2] 'Training' finished in %Time%. +[3] 'Preprocessing #2' started. +[3] 'Preprocessing #2' finished in %Time%. +[4] 'Training #2' started. +[4] 'Training #2' finished in %Time%. diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.linux.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.linux.txt new file mode 100644 index 0000000000..6ac667d548 --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.linux.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 931.05457 1 -0 1 +6 0 141.7482 1 Infinity 1 +8 0 -362.25574 0 -0 0 +9 0 -248.6574 0 -0 0 +10 0 -296.2823 0 -0 0 +11 0 -336.29144 0 -0 0 +18 1 639.18945 1 -0 1 +20 1 225.90714 1 -0 1 +21 1 463.40665 1 -0 1 +25 1 164.55734 1 -0 1 +28 0 -336.29144 0 -0 0 +31 0 -318.48914 0 -0 0 +32 1 376.9786 1 -0 1 +35 0 -336.29144 0 -0 0 +37 0 -107.17334 0 -0 0 +40 0 ? ? ? 0 +41 1 180.61252 1 -0 1 +44 1 519.2777 1 -0 1 +45 0 -348.42044 0 -0 0 +46 1 639.9099 1 -0 1 +48 0 -321.45865 0 -0 0 +50 1 227.20816 1 -0 1 +51 1 47.12155 1 -0 1 +52 1 295.087 1 -0 1 +54 1 289.8254 1 -0 1 +56 1 853.5187 1 -0 1 +60 1 89.348785 1 -0 1 +63 1 -21.079376 7.003953E-10 30.411111551799852 0 +64 0 -346.37994 0 -0 0 +66 0 -298.3121 0 -0 0 +68 1 521.1819 1 -0 1 +69 0 -314.5188 0 -0 0 +70 0 -269.82684 0 -0 0 +71 1 211.21762 1 -0 1 +72 0 -83.76944 4.1628864E-37 -0 0 +73 1 380.0988 1 -0 1 +74 1 288.2607 1 -0 1 +76 0 -292.0813 0 -0 0 +77 0 -182.68506 0 -0 0 +79 0 -368.5868 0 -0 0 +82 0 -220.76656 0 -0 0 +88 0 -298.3121 0 -0 0 +90 0 -328.57764 0 -0 0 +91 0 -355.57855 0 -0 0 +92 0 -298.3121 0 -0 0 +93 0 -346.37994 0 -0 0 +95 0 -328.57764 0 -0 0 +96 0 -365.66705 0 -0 0 +97 0 -288.2236 0 -0 0 +98 1 301.8721 1 -0 1 +99 1 539.11816 1 -0 1 +100 1 44.69104 1 -0 1 +102 0 -280.2126 0 -0 0 +104 1 342.8464 1 -0 1 +105 1 -39.516144 6.892183E-18 57.009744696642088 0 +106 1 939.34375 1 -0 1 +108 0 -318.26233 0 -0 0 +109 1 562.5842 1 -0 1 +111 1 431.66086 1 -0 1 +112 1 394.7446 1 -0 1 +113 1 705.5399 1 -0 1 +115 0 -155.14862 0 -0 0 +117 1 458.65128 1 -0 1 +120 0 -322.05133 0 -0 0 +121 0 -178.59662 0 -0 0 +122 1 792.25964 1 -0 1 +123 1 259.36484 1 -0 1 +125 0 -346.37994 0 -0 0 +128 1 320.72318 1 -0 1 +129 0 -622.545 0 -0 0 +131 0 -318.48914 0 -0 0 +132 1 684.19434 1 -0 1 +133 0 -312.14417 0 -0 0 +137 0 -344.0053 0 -0 0 +138 0 -298.0149 0 -0 0 +141 0 -354.0938 0 -0 0 +144 0 -336.29144 0 -0 0 +145 0 ? ? ? 0 +147 0 -326.41687 0 -0 0 +150 0 -296.2823 0 -0 0 +151 1 268.55368 1 -0 1 +152 1 798.1471 1 -0 1 +154 0 -364.1823 0 -0 0 +156 0 -260.82336 0 -0 0 +161 0 -284.2533 0 -0 0 +164 0 ? ? ? 0 +167 1 145.6094 1 -0 1 +169 0 -343.46024 0 -0 0 +171 0 -328.57764 0 -0 0 +173 1 903.17163 1 -0 1 +174 1 608.4431 1 -0 1 +176 0 -318.48914 0 -0 0 +177 1 422.9205 1 -0 1 +179 1 200.88754 1 -0 1 +180 0 -296.2823 0 -0 0 +181 0 -364.1823 0 -0 0 +183 1 772.7206 1 -0 1 +187 1 496.72787 1 -0 1 +188 1 636.3815 1 -0 1 +189 0 -224.92146 0 -0 0 +191 1 412.73203 1 -0 1 +192 0 -306.02594 0 -0 0 +196 0 368.9592 1 Infinity 1 +198 0 -364.1823 0 -0 0 +199 0 -326.20294 0 -0 0 +201 1 627.37024 1 -0 1 +202 0 -328.57764 0 -0 0 +204 0 -328.57764 0 -0 0 +205 1 919.921 1 -0 1 +206 1 594.77466 1 -0 1 +207 0 -296.2823 0 -0 0 +209 0 -255.92827 0 -0 0 +210 1 986.6704 1 -0 1 +211 1 851.62 1 -0 1 +212 0 -328.57764 0 -0 0 +216 0 -346.37994 0 -0 0 +218 1 609.2307 1 -0 1 +219 0 -241.93599 0 -0 0 +223 1 516.03235 1 -0 1 +226 1 713.14197 1 -0 1 +228 0 -296.2823 0 -0 0 +233 1 381.9374 1 -0 1 +237 1 366.02103 1 -0 1 +239 1 488.92825 1 -0 1 +240 0 -212.59732 0 -0 0 +241 0 -299.25183 0 -0 0 +242 0 -318.48914 0 -0 0 +244 0 -328.57764 0 -0 0 +246 1 974.0995 1 -0 1 +247 1 444.89682 1 -0 1 +248 0 -228.01805 0 -0 0 +249 0 ? ? ? 0 +250 0 -278.6257 0 -0 0 +252 0 336.86978 1 Infinity 1 +254 1 657.70374 1 -0 1 +257 0 -326.20294 0 -0 0 +258 0 -308.40063 0 -0 0 +259 0 536.2156 1 Infinity 1 +260 1 524.1388 1 -0 1 +262 1 867.3788 1 -0 1 +267 1 396.57834 1 -0 1 +268 1 633.1033 1 -0 1 +269 0 -328.57764 0 -0 0 +271 0 -288.2236 0 -0 0 +272 1 396.57834 1 -0 1 +275 0 ? ? ? 0 +276 0 -326.20294 0 -0 0 +277 0 -346.37994 0 -0 0 +278 0 -328.57764 0 -0 0 +279 1 412.58743 1 -0 1 +280 0 -308.40063 0 -0 0 +283 1 589.136 1 -0 1 +284 1 469.26047 1 -0 1 +285 1 889.334 1 -0 1 +288 1 64.64102 1 -0 1 +290 0 -364.1823 0 -0 0 +291 0 -328.57764 0 -0 0 +293 1 441.66348 1 -0 1 +296 0 124.44089 1 Infinity 1 +297 0 ? ? ? 0 +299 1 271.6205 1 -0 1 +300 1 350.93936 1 -0 1 +301 0 -328.57764 0 -0 0 +303 0 -328.57764 0 -0 0 +304 1 304.81668 1 -0 1 +308 1 476.1121 1 -0 1 +309 0 -63.762268 2.0342243E-28 -0 0 +311 0 -364.1823 0 -0 0 +312 1 -172.66089 0 Infinity 0 +314 0 -314.08463 0 -0 0 +316 1 461.78934 1 -0 1 +317 1 659.75854 1 -0 1 +319 0 102.81735 1 Infinity 1 +321 0 ? ? ? 0 +323 1 388.61417 1 -0 1 +327 0 -346.37994 0 -0 0 +328 1 527.90454 1 -0 1 +329 1 465.0173 1 -0 1 +331 0 -290.2641 0 -0 0 +332 0 -217.98378 0 -0 0 +333 1 398.4341 1 -0 1 +336 1 430.99008 1 -0 1 +338 0 -314.08463 0 -0 0 +343 0 -364.1823 0 -0 0 +344 1 413.45596 1 -0 1 +346 0 -254.02264 0 -0 0 +347 0 -303.76935 0 -0 0 +348 1 -224.65852 0 Infinity 0 +349 1 234.06802 1 -0 1 +350 0 -346.97485 0 -0 0 +352 0 -25.641174 7.314413E-12 1.0552407246255312E-11 0 +353 1 577.99036 1 -0 1 +354 0 -346.37994 0 -0 0 +355 0 -334.35098 0 -0 0 +358 1 501.6611 1 -0 1 +360 1 796.85486 1 -0 1 +361 1 601.3804 1 -0 1 +366 1 849.76465 1 -0 1 +368 0 -327.98322 0 -0 0 +370 0 -195.39609 0 -0 0 +371 0 -327.98322 0 -0 0 +373 0 -317.59924 0 -0 0 +376 0 -346.37994 0 -0 0 +377 0 -314.08463 0 -0 0 +378 0 -379.1593 0 -0 0 +379 0 -163.60144 0 -0 0 +381 1 647.0718 1 -0 1 +383 0 -354.0938 0 -0 0 +384 0 -354.0938 0 -0 0 +387 0 -160.97897 0 -0 0 +388 0 -322.23267 0 -0 0 +389 0 -272.0041 0 -0 0 +391 1 930.0062 1 -0 1 +392 0 -326.20294 0 -0 0 +395 0 -326.20294 0 -0 0 +396 0 -308.40063 0 -0 0 +398 0 -244.68709 0 -0 0 +399 0 -260.52615 0 -0 0 +404 0 -305.813 0 -0 0 +406 0 -230.55785 0 -0 0 +409 0 -308.1034 0 -0 0 +413 0 -270.12405 0 -0 0 +414 1 652.52625 1 -0 1 +415 0 -84.79654 1.4904963E-37 -0 0 +416 1 524.41943 1 -0 1 +418 0 -149.9635 0 -0 0 +419 0 -316.06567 0 -0 0 +422 0 -99.08124 9.4E-44 -0 0 +423 0 -269.82684 0 -0 0 +428 0 -346.37994 0 -0 0 +429 0 -336.29144 0 -0 0 +430 0 -197.40701 0 -0 0 +434 0 624.60986 1 Infinity 1 +436 1 483.65652 1 -0 1 +439 0 -323.8283 0 -0 0 +440 1 426.98135 1 -0 1 +441 0 -116.21619 0 -0 0 +442 0 -282.812 0 -0 0 +449 1 736.9878 1 -0 1 +450 0 -306.96564 0 -0 0 +451 0 -323.8283 0 -0 0 +452 0 -367.15186 0 -0 0 +453 1 513.01526 1 -0 1 +454 0 -251.47502 0 -0 0 +455 1 71.422516 1 -0 1 +456 1 623.63513 1 -0 1 +457 1 527.6527 1 -0 1 +464 0 -333.9168 0 -0 0 +465 1 580.3844 1 -0 1 +466 1 775.3307 1 -0 1 +467 1 648.5531 1 -0 1 +474 0 -323.8283 0 -0 0 +480 0 -291.53296 0 -0 0 +482 1 601.433 1 -0 1 +483 1 833.9713 1 -0 1 +484 0 -305.72876 0 -0 0 +487 1 850.06335 1 -0 1 +489 1 17.160889 0.99999994 8.5991327994145617E-08 1 +492 0 -283.8191 0 -0 0 +493 1 826.3728 1 -0 1 +495 0 -293.9076 0 -0 0 +497 0 -266.45975 0 -0 0 +501 0 -316.11444 0 -0 0 +502 0 -327.6877 0 -0 0 +504 0 -364.1823 0 -0 0 +507 0 -207.40704 0 -0 0 +510 0 -364.1823 0 -0 0 +513 0 -293.9076 0 -0 0 +514 1 715.11914 1 -0 1 +517 0 -314.08463 0 -0 0 +519 1 722.5299 1 -0 1 +520 0 -396.47766 0 -0 0 +521 0 -366.21216 0 -0 0 +522 1 278.3339 1 -0 1 +523 1 457.57748 1 -0 1 +527 0 -298.3121 0 -0 0 +528 0 -289.11395 0 -0 0 +529 0 -283.8191 0 -0 0 +531 0 -230.55785 0 -0 0 +532 0 -296.2823 0 -0 0 +533 0 -326.20294 0 -0 0 +534 0 -336.29144 0 -0 0 +535 0 -303.95178 0 -0 0 +538 0 -316.11444 0 -0 0 +539 0 -295.93744 0 -0 0 +540 0 -253.76753 0 -0 0 +541 0 -344.0053 0 -0 0 +544 0 -311.66565 0 -0 0 +546 1 991.18884 1 -0 1 +547 0 -321.79846 0 -0 0 +548 0 -311.70996 0 -0 0 +549 1 482.936 1 -0 1 +557 0 -346.97485 0 -0 0 +558 0 -336.29144 0 -0 0 +559 0 -306.02594 0 -0 0 +560 0 -288.2236 0 -0 0 +561 0 -288.2236 0 -0 0 +563 0 -326.20294 0 -0 0 +565 1 799.8408 1 -0 1 +566 0 -290.30106 0 -0 0 +569 1 624.4563 1 -0 1 +577 0 -346.37994 0 -0 0 +578 0 -346.37994 0 -0 0 +581 1 722.43286 1 -0 1 +582 1 940.7551 1 -0 1 +584 0 -413.98996 0 -0 0 +586 1 1000.18225 1 -0 1 +590 1 449.2311 1 -0 1 +593 0 -305.72876 0 -0 0 +594 1 718.1832 1 -0 1 +600 0 -326.20294 0 -0 0 +602 0 -316.11444 0 -0 0 +604 1 244.1882 1 -0 1 +606 0 -345.49005 0 -0 0 +607 0 -364.1823 0 -0 0 +609 0 -323.8283 0 -0 0 +612 1 981.818 1 -0 1 +613 0 -201.37732 0 -0 0 +614 0 -303.99612 0 -0 0 +617 0 ? ? ? 0 +618 0 -316.11444 0 -0 0 +619 0 -306.02594 0 -0 0 +621 0 -56.798218 2.1520256E-25 -0 0 +622 0 -290.89594 0 -0 0 +624 0 -285.3039 0 -0 0 +627 0 -145.06012 0 -0 0 +629 0 -333.9168 0 -0 0 +633 1 336.12808 1 -0 1 +634 0 -344.0053 0 -0 0 +638 0 -333.9168 0 -0 0 +639 0 -346.97485 0 -0 0 +641 0 -326.20294 0 -0 0 +642 0 -326.20294 0 -0 0 +644 0 -354.0938 0 -0 0 +645 0 -326.20294 0 -0 0 +649 0 -326.20294 0 -0 0 +652 0 -291.96716 0 -0 0 +653 0 -316.11444 0 -0 0 +654 0 -308.40063 0 -0 0 +656 0 -306.02594 0 -0 0 +657 0 -136.93213 0 -0 0 +660 0 -346.37994 0 -0 0 +661 0 -298.3121 0 -0 0 +665 0 -364.1823 0 -0 0 +668 1 235.29391 1 -0 1 +670 1 708.6062 1 -0 1 +678 0 -364.1823 0 -0 0 +679 0 -354.0938 0 -0 0 +680 1 1040.4119 1 -0 1 +681 1 885.17957 1 -0 1 +682 0 -274.1648 0 -0 0 +683 0 -364.1823 0 -0 0 +685 0 -364.1823 0 -0 0 +688 0 -333.9168 0 -0 0 +689 0 -378.46567 0 -0 0 +691 1 639.9147 1 -0 1 +692 0 -344.0053 0 -0 0 +693 0 -328.24344 0 -0 0 +694 0 -324.04224 0 -0 0 +696 1 615.1802 1 -0 1 +697 1 549.0558 1 -0 1 +698 1 565.527 1 -0 1 +0 0 -655.8492 0 -0 0 +1 0 352.08173 1 Infinity 1 +2 0 -559.369 0 -0 0 +3 0 1740.692 1 Infinity 1 +4 0 -568.0071 0 -0 0 +7 0 -495.54926 0 -0 0 +12 1 241.30853 1 -0 1 +13 0 -462.88892 0 -0 0 +14 1 942.87976 1 -0 1 +15 1 16.792603 0.99999994 8.5991327994145617E-08 1 +16 0 -553.69104 0 -0 0 +17 0 -643.0619 0 -0 0 +19 0 -668.6365 0 -0 0 +22 0 -540.9037 0 -0 0 +23 1 ? ? ? 0 +24 0 -604.69995 0 -0 0 +26 0 -270.66034 0 -0 0 +27 0 -566.47833 0 -0 0 +29 0 -182.08228 0 -0 0 +30 0 -411.0893 0 -0 0 +33 0 -579.95984 0 -0 0 +34 0 -418.9657 0 -0 0 +36 1 1591.2406 1 -0 1 +38 1 1299.0936 1 -0 1 +39 1 138.42328 1 -0 1 +42 1 1330.6034 1 -0 1 +43 1 -316.83093 0 Infinity 0 +47 0 -515.3291 0 -0 0 +49 1 1846.6166 1 -0 1 +53 1 -274.03088 0 Infinity 0 +55 1 1099.3118 1 -0 1 +57 1 -608.2077 0 Infinity 0 +58 1 -331.39392 0 Infinity 0 +59 1 272.16058 1 -0 1 +61 0 -444.42358 0 -0 0 +62 1 1275.4128 1 -0 1 +65 1 -452.50516 0 Infinity 0 +67 1 413.8587 1 -0 1 +75 0 -419.5843 0 -0 0 +78 0 -488.46353 0 -0 0 +80 0 -582.7892 0 -0 0 +81 0 -516.16364 0 -0 0 +83 0 -916.8523 0 -0 0 +84 1 897.45483 1 -0 1 +85 1 746.3678 1 -0 1 +86 1 635.3087 1 -0 1 +87 1 1356.636 1 -0 1 +89 0 -620.40344 0 -0 0 +94 0 -617.48724 0 -0 0 +101 1 841.3314 1 -0 1 +103 1 -1044.8362 0 Infinity 0 +107 1 1459.1365 1 -0 1 +110 0 -263.19266 0 -0 0 +114 0 -85.6676 6.237821E-38 -0 0 +116 0 -16.92871 4.4458442E-08 6.4139975601338752E-08 0 +118 0 -543.7761 0 -0 0 +119 0 -418.94006 0 -0 0 +124 1 404.95648 1 -0 1 +126 1 567.6304 1 -0 1 +127 0 -630.27454 0 -0 0 +130 0 -322.60236 0 -0 0 +134 0 -670.71814 0 -0 0 +135 0 -421.65775 0 -0 0 +136 0 -553.69104 0 -0 0 +139 0 ? ? ? 0 +140 0 -451.5329 0 -0 0 +142 1 488.30408 1 -0 1 +143 0 -142.33618 0 -0 0 +146 1 204.00177 1 -0 1 +148 0 -941.3472 0 -0 0 +149 1 752.6863 1 -0 1 +153 0 -322.50916 0 -0 0 +155 1 1089.5906 1 -0 1 +157 0 -617.48724 0 -0 0 +158 0 ? ? ? 0 +159 1 1923.4865 1 -0 1 +160 1 1494.4928 1 -0 1 +162 0 -630.27454 0 -0 0 +163 0 -310.77246 0 -0 0 +165 0 -490.51337 0 -0 0 +166 1 1570.0092 1 -0 1 +168 0 -630.27454 0 -0 0 +170 0 -451.5329 0 -0 0 +172 0 -515.3291 0 -0 0 +175 1 1194.696 1 -0 1 +178 0 -643.0619 0 -0 0 +182 0 -668.6365 0 -0 0 +184 1 1070.4137 1 -0 1 +185 0 -487.67282 0 -0 0 +186 1 1482.4172 1 -0 1 +190 1 2258.5928 1 -0 1 +193 0 -604.69995 0 -0 0 +194 0 -630.27454 0 -0 0 +195 0 -643.0619 0 -0 0 +197 0 -543.26697 0 -0 0 +200 1 1415.381 1 -0 1 +203 0 -655.8492 0 -0 0 +208 0 -474.8855 0 -0 0 +213 1 2248.6606 1 -0 1 +214 1 2270.2173 1 -0 1 +215 1 1644.9886 1 -0 1 +217 0 -604.69995 0 -0 0 +220 0 -567.17255 0 -0 0 +221 1 221.42365 1 -0 1 +222 1 -65.19977 4.831706E-29 94.063382098168361 0 +224 1 1288.9868 1 -0 1 +225 0 -515.3291 0 -0 0 +227 1 1841.016 1 -0 1 +229 1 1514.7676 1 -0 1 +230 1 930.4232 1 -0 1 +231 1 1347.1465 1 -0 1 +232 0 355.92126 1 Infinity 1 +234 0 50.921814 1 Infinity 1 +235 0 ? ? ? 0 +236 1 1204.7528 1 -0 1 +238 1 2421.606 1 -0 1 +243 0 -499.81952 0 -0 0 +245 0 -547.41626 0 -0 0 +251 1 963.09985 1 -0 1 +253 1 1330.6034 1 -0 1 +255 1 1480.2485 1 -0 1 +256 0 -451.5329 0 -0 0 +261 1 1146.0322 1 -0 1 +263 1 671.7838 1 -0 1 +264 1 168.75262 1 -0 1 +265 0 -208.39227 0 -0 0 +266 1 1778.7421 1 -0 1 +270 1 1587.8546 1 -0 1 +273 1 71.0072 1 -0 1 +274 0 -548.6316 0 -0 0 +281 0 -579.95984 0 -0 0 +282 1 1006.2035 1 -0 1 +286 1 1933.3629 1 -0 1 +287 0 -670.71814 0 -0 0 +289 1 1586.0016 1 -0 1 +292 1 ? ? ? 0 +294 0 ? ? ? 0 +295 1 906.5238 1 -0 1 +298 0 -764.48376 0 -0 0 +302 1 1682.4828 1 -0 1 +305 1 1757.9371 1 -0 1 +306 0 -604.69995 0 -0 0 +307 0 -604.69995 0 -0 0 +310 0 -657.93085 0 -0 0 +313 0 -425.95825 0 -0 0 +315 0 ? ? ? 0 +318 0 -994.14325 0 -0 0 +320 1 276.6371 1 -0 1 +322 0 -630.27454 0 -0 0 +324 0 -604.69995 0 -0 0 +325 0 -115.250854 0 -0 0 +326 1 -15.448853 1.9527583E-07 22.287983263713926 0 +330 1 698.8827 1 -0 1 +334 1 1535.5525 1 -0 1 +335 0 -425.95825 0 -0 0 +337 0 -604.69995 0 -0 0 +339 1 1217.4308 1 -0 1 +340 1 493.82928 1 -0 1 +341 0 -604.69995 0 -0 0 +342 0 -438.7456 0 -0 0 +345 0 -425.95825 0 -0 0 +351 0 -617.48724 0 -0 0 +356 1 -20.488403 1.2647349E-09 29.558517870950379 0 +357 1 1071.3978 1 -0 1 +359 1 718.94116 1 -0 1 +362 0 -396.3546 0 -0 0 +363 0 412.74817 1 Infinity 1 +364 0 -617.48724 0 -0 0 +365 0 -528.1164 0 -0 0 +367 1 1990.4491 1 -0 1 +369 0 -141.63873 0 -0 0 +372 0 -431.753 0 -0 0 +374 0 -418.9657 0 -0 0 +375 0 -425.95825 0 -0 0 +380 0 -425.95825 0 -0 0 +382 0 -248.73723 0 -0 0 +385 0 -124.03668 0 -0 0 +386 1 986.1321 1 -0 1 +390 0 -477.8017 0 -0 0 +393 0 -296.14383 0 -0 0 +394 0 -131.02417 0 -0 0 +397 0 -464.3202 0 -0 0 +400 1 1161.069 1 -0 1 +401 0 -451.5329 0 -0 0 +402 0 -41.744385 7.424104E-19 -0 0 +403 0 -238.81636 0 -0 0 +405 0 -515.3291 0 -0 0 +407 0 -515.3291 0 -0 0 +408 0 -106.25836 0 -0 0 +410 0 -515.3291 0 -0 0 +411 0 ? ? ? 0 +412 1 1142.7015 1 -0 1 +417 0 -515.3291 0 -0 0 +420 0 -151.04187 0 -0 0 +421 1 1101.1041 1 -0 1 +424 0 -451.5329 0 -0 0 +425 1 1700.8756 1 -0 1 +426 0 413.4403 1 Infinity 1 +427 1 1406.7776 1 -0 1 +431 0 -758.7803 0 -0 0 +432 0 -484.8354 0 -0 0 +433 0 -114.111145 0 -0 0 +435 1 1690.2526 1 -0 1 +437 0 -464.3202 0 -0 0 +438 0 -145.3894 0 -0 0 +443 0 -355.05273 0 -0 0 +444 0 -508.65582 0 -0 0 +445 0 -438.7456 0 -0 0 +446 0 -425.95825 0 -0 0 +447 0 -477.1075 0 -0 0 +448 0 -296.14383 0 -0 0 +458 0 -355.16956 0 -0 0 +459 0 -233.23152 0 -0 0 +460 0 -402.05273 0 -0 0 +461 0 -167.91083 0 -0 0 +462 0 -414.8401 0 -0 0 +463 0 -382.67725 0 -0 0 +468 0 -464.3202 0 -0 0 +469 0 -393.3911 0 -0 0 +470 0 -411.0893 0 -0 0 +471 0 -414.8401 0 -0 0 +472 0 -360.08044 0 -0 0 +473 0 -464.3202 0 -0 0 +475 0 -451.5329 0 -0 0 +476 0 -342.3822 0 -0 0 +477 0 -464.3202 0 -0 0 +478 0 -336.67853 0 -0 0 +479 1 1756.9247 1 -0 1 +481 0 38.27063 1 Infinity 1 +485 0 -79.278015 3.7153138E-35 -0 0 +486 0 -411.0893 0 -0 0 +488 1 1032.3563 1 -0 1 +490 0 -425.95825 0 -0 0 +491 1 1566.0917 1 -0 1 +494 0 -82.80066 1.096808E-36 -0 0 +496 0 -296.14383 0 -0 0 +498 0 -553.69104 0 -0 0 +499 0 -553.69104 0 -0 0 +500 0 -668.6365 0 -0 0 +503 0 -643.0619 0 -0 0 +505 0 -170.67487 0 -0 0 +506 1 1927.5509 1 -0 1 +508 0 -477.1075 0 -0 0 +509 0 -438.7456 0 -0 0 +511 0 -566.47833 0 -0 0 +512 0 -477.1075 0 -0 0 +515 1 1918.674 1 -0 1 +516 0 -296.14383 0 -0 0 +518 0 -292.0675 0 -0 0 +524 0 -540.9037 0 -0 0 +525 0 -414.0055 0 -0 0 +526 0 -464.3202 0 -0 0 +530 1 944.2837 1 -0 1 +536 0 -655.8492 0 -0 0 +537 0 -533.9112 0 -0 0 +542 0 -196.24951 0 -0 0 +543 0 -553.69104 0 -0 0 +545 0 -566.47833 0 -0 0 +550 0 -540.9037 0 -0 0 +551 0 -604.69995 0 -0 0 +552 0 -338.10803 0 -0 0 +553 0 240.828 1 Infinity 1 +554 0 -451.5329 0 -0 0 +555 0 119.925964 1 Infinity 1 +556 0 -136.76953 0 -0 0 +562 0 -604.69995 0 -0 0 +564 0 -561.4189 0 -0 0 +567 0 -411.88 0 -0 0 +568 1 595.3965 1 -0 1 +570 1 542.0978 1 -0 1 +571 1 1942.8412 1 -0 1 +572 0 -540.9037 0 -0 0 +573 0 -515.3291 0 -0 0 +574 1 1153.9799 1 -0 1 +575 0 -533.9112 0 -0 0 +576 0 -566.47833 0 -0 0 +579 0 -604.69995 0 -0 0 +580 0 -444.54034 0 -0 0 +583 0 -451.5329 0 -0 0 +585 0 -425.95825 0 -0 0 +587 0 -484.8354 0 -0 0 +588 1 962.97205 1 -0 1 +589 0 -477.1075 0 -0 0 +591 1 1292.7456 1 -0 1 +592 1 495.96014 1 -0 1 +595 0 -566.47833 0 -0 0 +596 0 -431.753 0 -0 0 +597 0 -411.9732 0 -0 0 +598 0 -540.9037 0 -0 0 +599 0 158.94989 1 Infinity 1 +601 0 -385.51465 0 -0 0 +603 1 666.1229 1 -0 1 +605 1 1270.6837 1 -0 1 +608 1 1017.2383 1 -0 1 +610 1 401.6477 1 -0 1 +611 1 1604.3798 1 -0 1 +615 0 -309.81506 0 -0 0 +616 0 -540.9037 0 -0 0 +620 0 -540.9037 0 -0 0 +623 0 -425.95825 0 -0 0 +625 0 -124.75476 0 -0 0 +626 1 592.0569 1 -0 1 +628 0 -438.7456 0 -0 0 +630 0 -105.58984 0 -0 0 +631 0 -566.47833 0 -0 0 +632 0 -425.95825 0 -0 0 +635 0 -85.71887 5.926071E-38 -0 0 +636 1 933.8578 1 -0 1 +637 0 98.51221 1 Infinity 1 +640 0 -389.2654 0 -0 0 +643 0 -425.95825 0 -0 0 +646 0 -163.59125 0 -0 0 +647 0 -350.9035 0 -0 0 +648 1 893.8303 1 -0 1 +650 0 -331.1034 0 -0 0 +651 0 -299.84534 0 -0 0 +655 0 -540.9037 0 -0 0 +658 1 1548.1482 1 -0 1 +659 0 -425.95825 0 -0 0 +662 0 -271.45312 0 -0 0 +663 0 -271.45312 0 -0 0 +664 0 -465.84894 0 -0 0 +666 0 -209.54092 0 -0 0 +667 0 -630.27454 0 -0 0 +669 1 2239.627 1 -0 1 +671 0 -452.31818 0 -0 0 +672 0 -617.48724 0 -0 0 +673 0 -204.12598 0 -0 0 +674 0 -515.3291 0 -0 0 +675 0 -98.506226 1.65E-43 -0 0 +676 0 -393.3911 0 -0 0 +677 0 -477.1075 0 -0 0 +684 0 -425.95825 0 -0 0 +686 0 -425.95825 0 -0 0 +687 0 -377.6178 0 -0 0 +690 0 -350.9035 0 -0 0 +695 0 -438.7456 0 -0 0 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.macos-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.macos-out.txt new file mode 100644 index 0000000000..232d45a176 --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.macos-out.txt @@ -0,0 +1,69 @@ +maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -468.3529, Weights: [4.502452,75.74927,22.28906,-10.48942,-28.59451,44.81136,23.88599,13.22813,2.448129] +Not training a calibrator because it is not needed. +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -484.2863, Weights: [-12.78713,140.4291,121.9382,37.52739,-129.814,70.9059,-89.37067,81.64309,-32.3278] +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 132 | 2 | 0.9851 + negative || 8 | 212 | 0.9636 + ||====================== +Precision || 0.9429 | 0.9907 | +OVERALL 0/1 ACCURACY: 0.971751 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.991045 +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3191 (105.0/(105.0+224.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 96 | 9 | 0.9143 + negative || 11 | 213 | 0.9509 + ||====================== +Precision || 0.8972 | 0.9595 | +OVERALL 0/1 ACCURACY: 0.939210 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.963435 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.977240 (0.0138) +Accuracy: 0.955481 (0.0163) +Positive precision: 0.920027 (0.0228) +Positive recall: 0.949680 (0.0354) +Negative precision: 0.975057 (0.0156) +Negative recall: 0.957265 (0.0064) +Log-loss: Infinity (NaN) +Log-loss reduction: -Infinity (NaN) +F1 Score: 0.934582 (0.0289) +AUPRC: 0.964431 (0.0168) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + +--- Progress log --- +[1] 'Preprocessing' started. +[1] 'Preprocessing' finished in %Time%. +[2] 'Training' started. +[2] 'Training' finished in %Time%. +[3] 'Preprocessing #2' started. +[3] 'Preprocessing #2' finished in %Time%. +[4] 'Training #2' started. +[4] 'Training #2' finished in %Time%. diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.macos.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.macos.txt new file mode 100644 index 0000000000..46f00aeb9e --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.macos.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 1022.10571 1 0 1 +6 0 101.957367 1 Infinity 1 +8 0 -334.82196 0 0 0 +9 0 -235.974289 0 0 0 +10 0 -272.750427 0 0 0 +11 0 -320.728455 0 0 0 +18 1 647.407349 1 0 1 +20 1 217.372162 1 0 1 +21 1 479.438934 1 0 1 +25 1 140.5328 1 0 1 +28 0 -320.728455 0 0 0 +31 0 -296.842468 0 0 0 +32 1 454.231232 1 0 1 +35 0 -320.728455 0 0 0 +37 0 -78.9449158 5.183925E-35 0 0 +40 0 ? ? ? 0 +41 1 199.0499 1 0 1 +44 1 656.969849 1 0 1 +45 0 -322.782776 0 0 0 +46 1 682.2064 1 0 1 +48 0 -308.8164 0 0 0 +50 1 269.2244 1 0 1 +51 1 55.3917542 1 0 1 +52 1 287.66983 1 0 1 +54 1 316.539825 1 0 1 +56 1 913.804443 1 0 1 +60 1 119.329376 1 0 1 +63 1 4.385895 0.9877014 0.017853116577019486 1 +64 0 -325.2309 0 0 0 +66 0 -287.8376 0 0 0 +68 1 560.4092 1 0 1 +69 0 -288.1168 0 0 0 +70 0 -262.643 0 0 0 +71 1 378.0032 1 0 1 +72 0 -6.9855957 0.000924257 0.0013340375525843695 0 +73 1 362.0811 1 0 1 +74 1 308.7546 1 0 1 +76 0 -258.363739 0 0 0 +77 0 -166.212 0 0 0 +79 0 -349.322968 0 0 0 +82 0 -207.585846 0 0 0 +88 0 -287.8376 0 0 0 +90 0 -301.3449 0 0 0 +91 0 -350.60144 0 0 0 +92 0 -287.8376 0 0 0 +93 0 -325.2309 0 0 0 +95 0 -301.3449 0 0 0 +96 0 -355.103882 0 0 0 +97 0 -283.335144 0 0 0 +98 1 380.517 1 0 1 +99 1 571.939453 1 0 1 +100 1 51.8226 1 0 1 +102 0 -265.548523 0 0 0 +104 1 527.525 1 0 1 +105 1 1.51235962 0.8194106 0.28734150011603438 1 +106 1 975.2843 1 0 1 +108 0 -298.774658 0 0 0 +109 1 582.4968 1 0 1 +111 1 427.514252 1 0 1 +112 1 371.04776 1 0 1 +113 1 804.8967 1 0 1 +115 0 -169.87146 0 0 0 +117 1 521.6177 1 0 1 +120 0 -289.5453 0 0 0 +121 0 -167.276947 0 0 0 +122 1 864.703369 1 0 1 +123 1 263.2831 1 0 1 +125 0 -325.2309 0 0 0 +128 1 277.694244 1 0 1 +129 0 -577.873 0 0 0 +131 0 -296.842468 0 0 0 +132 1 762.7991 1 0 1 +133 0 -302.997864 0 0 0 +137 0 -340.112 0 0 0 +138 0 -289.4345 0 0 0 +141 0 -344.614471 0 0 0 +144 0 -320.728455 0 0 0 +145 0 ? ? ? 0 +147 0 -309.014038 0 0 0 +150 0 -272.750427 0 0 0 +151 1 249.563141 1 0 1 +152 1 885.0364 1 0 1 +154 0 -349.1169 0 0 0 +156 0 -227.192581 0 0 0 +161 0 -274.609436 0 0 0 +164 0 ? ? ? 0 +167 1 283.273834 1 0 1 +169 0 -331.011841 0 0 0 +171 0 -301.3449 0 0 0 +173 1 1041.78674 1 0 1 +174 1 612.9723 1 0 1 +176 0 -296.842468 0 0 0 +177 1 578.1853 1 0 1 +179 1 180.68692 1 0 1 +180 0 -272.750427 0 0 0 +181 0 -349.1169 0 0 0 +183 1 835.1669 1 0 1 +187 1 545.084839 1 0 1 +188 1 709.6373 1 0 1 +189 0 -181.017548 0 0 0 +191 1 457.24527 1 0 1 +192 0 -307.22113 0 0 0 +196 0 384.597748 1 Infinity 1 +198 0 -349.1169 0 0 0 +199 0 -316.226 0 0 0 +201 1 687.953247 1 0 1 +202 0 -301.3449 0 0 0 +204 0 -301.3449 0 0 0 +205 1 1028.40833 1 0 1 +206 1 667.4396 1 0 1 +207 0 -272.750427 0 0 0 +209 0 -254.740616 0 0 0 +210 1 1086.35486 1 0 1 +211 1 925.9165 1 0 1 +212 0 -301.3449 0 0 0 +216 0 -325.2309 0 0 0 +218 1 734.6959 1 0 1 +219 0 -234.254562 0 0 0 +223 1 539.446655 1 0 1 +226 1 715.8086 1 0 1 +228 0 -272.750427 0 0 0 +233 1 355.0283 1 0 1 +237 1 459.70224 1 0 1 +239 1 451.897736 1 0 1 +240 0 -212.3542 0 0 0 +241 0 -284.724365 0 0 0 +242 0 -296.842468 0 0 0 +244 0 -301.3449 0 0 0 +246 1 1044.751 1 0 1 +247 1 409.234283 1 0 1 +248 0 -221.696915 0 0 0 +249 0 ? ? ? 0 +250 0 -251.078583 0 0 0 +252 0 307.802826 1 Infinity 1 +254 1 728.3994 1 0 1 +257 0 -316.226 0 0 0 +258 0 -292.340027 0 0 0 +259 0 572.4752 1 Infinity 1 +260 1 531.1688 1 0 1 +262 1 912.9209 1 0 1 +267 1 408.077057 1 0 1 +268 1 736.7312 1 0 1 +269 0 -301.3449 0 0 0 +271 0 -283.335144 0 0 0 +272 1 408.077057 1 0 1 +275 0 ? ? ? 0 +276 0 -316.226 0 0 0 +277 0 -325.2309 0 0 0 +278 0 -301.3449 0 0 0 +279 1 438.796539 1 0 1 +280 0 -292.340027 0 0 0 +283 1 555.400757 1 0 1 +284 1 446.016327 1 0 1 +285 1 1001.31458 1 0 1 +288 1 54.6270447 1 0 1 +290 0 -349.1169 0 0 0 +291 0 -301.3449 0 0 0 +293 1 386.71756 1 0 1 +296 0 139.362946 1 Infinity 1 +297 0 ? ? ? 0 +299 1 227.990814 1 0 1 +300 1 407.9061 1 0 1 +301 0 -301.3449 0 0 0 +303 0 -301.3449 0 0 0 +304 1 265.7866 1 0 1 +308 1 589.006836 1 0 1 +309 0 -65.3226 4.27321454E-29 0 0 +311 0 -349.1169 0 0 0 +312 1 -94.4625854 9.450357E-42 136.28061117905793 0 +314 0 -296.6364 0 0 0 +316 1 466.1898 1 0 1 +317 1 736.2771 1 0 1 +319 0 161.676788 1 Infinity 1 +321 0 ? ? ? 0 +323 1 388.141449 1 0 1 +327 0 -325.2309 0 0 0 +328 1 585.1135 1 0 1 +329 1 459.464752 1 0 1 +331 0 -280.887024 0 0 0 +332 0 -206.444061 0 0 0 +333 1 399.366364 1 0 1 +336 1 425.6923 1 0 1 +338 0 -296.6364 0 0 0 +343 0 -349.1169 0 0 0 +344 1 473.5283 1 0 1 +346 0 -245.696442 0 0 0 +347 0 -294.066162 0 0 0 +348 1 -151.957123 0 Infinity 0 +349 1 237.301788 1 0 1 +350 0 -352.085938 0 0 0 +352 0 39.7619934 1 Infinity 1 +353 1 661.235 1 0 1 +354 0 -325.2309 0 0 0 +355 0 -327.0899 0 0 0 +358 1 590.7954 1 0 1 +360 1 944.1699 1 0 1 +361 1 683.6173 1 0 1 +366 1 970.1288 1 0 1 +368 0 -304.538818 0 0 0 +370 0 -166.530487 0 0 0 +371 0 -304.538818 0 0 0 +373 0 -317.7105 0 0 0 +376 0 -325.2309 0 0 0 +377 0 -296.6364 0 0 0 +378 0 -363.060669 0 0 0 +379 0 -122.158447 0 0 0 +381 1 651.652954 1 0 1 +383 0 -344.614471 0 0 0 +384 0 -344.614471 0 0 0 +387 0 -126.342407 0 0 0 +388 0 -307.5003 0 0 0 +389 0 -277.776123 0 0 0 +391 1 947.7649 1 0 1 +392 0 -316.226 0 0 0 +395 0 -316.226 0 0 0 +396 0 -292.340027 0 0 0 +398 0 -227.248611 0 0 0 +399 0 -228.789536 0 0 0 +404 0 -281.118347 0 0 0 +406 0 -213.685226 0 0 0 +409 0 -293.936951 0 0 0 +413 0 -261.046082 0 0 0 +414 1 646.6316 1 0 1 +415 0 -57.0588074 1.65834475E-25 0 0 +416 1 582.0519 1 0 1 +418 0 -135.298584 0 0 0 +419 0 -278.899475 0 0 0 +422 0 -65.30466 4.35058667E-29 0 0 +423 0 -262.643 0 0 0 +428 0 -325.2309 0 0 0 +429 0 -320.728455 0 0 0 +430 0 -160.504242 0 0 0 +434 0 683.948242 1 Infinity 1 +436 1 575.855 1 0 1 +439 0 -331.107117 0 0 0 +440 1 429.913483 1 0 1 +441 0 -130.102966 0 0 0 +442 0 -280.473022 0 0 0 +449 1 803.454346 1 0 1 +450 0 -304.1079 0 0 0 +451 0 -331.107117 0 0 0 +452 0 -361.090851 0 0 0 +453 1 566.384766 1 0 1 +454 0 -221.710434 0 0 0 +455 1 15.9484253 0.9999999 1.7198266111377426E-07 1 +456 1 636.743164 1 0 1 +457 1 647.7822 1 0 1 +464 0 -335.609558 0 0 0 +465 1 677.8076 1 0 1 +466 1 787.677246 1 0 1 +467 1 679.6472 1 0 1 +474 0 -331.107117 0 0 0 +480 0 -302.512573 0 0 0 +482 1 781.3926 1 0 1 +483 1 878.621338 1 0 1 +484 0 -308.818054 0 0 0 +487 1 945.264038 1 0 1 +489 1 24.680481 1 0 1 +492 0 -283.129028 0 0 0 +493 1 920.547852 1 0 1 +495 0 -287.6315 0 0 0 +497 0 -259.8603 0 0 0 +501 0 -311.723572 0 0 0 +502 0 -322.212952 0 0 0 +504 0 -349.1169 0 0 0 +507 0 -214.682816 0 0 0 +510 0 -349.1169 0 0 0 +513 0 -287.6315 0 0 0 +514 1 754.8822 1 0 1 +517 0 -296.6364 0 0 0 +519 1 791.131836 1 0 1 +520 0 -377.711426 0 0 0 +521 0 -364.204071 0 0 0 +522 1 296.76413 1 0 1 +523 1 466.048859 1 0 1 +527 0 -287.8376 0 0 0 +528 0 -292.515961 0 0 0 +529 0 -283.129028 0 0 0 +531 0 -213.685226 0 0 0 +532 0 -272.750427 0 0 0 +533 0 -316.226 0 0 0 +534 0 -320.728455 0 0 0 +535 0 -267.256226 0 0 0 +538 0 -311.723572 0 0 0 +539 0 -302.718658 0 0 0 +540 0 -262.409729 0 0 0 +541 0 -340.112 0 0 0 +544 0 -286.639771 0 0 0 +546 1 1069.81787 1 0 1 +547 0 -316.019958 0 0 0 +548 0 -311.517517 0 0 0 +549 1 550.20166 1 0 1 +557 0 -352.085938 0 0 0 +558 0 -320.728455 0 0 0 +559 0 -307.22113 0 0 0 +560 0 -283.335144 0 0 0 +561 0 -283.335144 0 0 0 +563 0 -316.226 0 0 0 +565 1 881.1311 1 0 1 +566 0 -270.050964 0 0 0 +569 1 741.0648 1 0 1 +577 0 -325.2309 0 0 0 +578 0 -325.2309 0 0 0 +581 1 785.290161 1 0 1 +582 1 986.9337 1 0 1 +584 0 -412.1487 0 0 0 +586 1 1093.29175 1 0 1 +590 1 617.9845 1 0 1 +593 0 -308.818054 0 0 0 +594 1 774.531 1 0 1 +600 0 -316.226 0 0 0 +602 0 -311.723572 0 0 0 +604 1 256.42337 1 0 1 +606 0 -346.098969 0 0 0 +607 0 -349.1169 0 0 0 +609 0 -331.107117 0 0 0 +612 1 1115.325 1 0 1 +613 0 -169.22995 0 0 0 +614 0 -292.133972 0 0 0 +617 0 ? ? ? 0 +618 0 -311.723572 0 0 0 +619 0 -307.22113 0 0 0 +621 0 -15.8600159 1.29444189E-07 1.8674850119787067E-07 0 +622 0 -296.906 0 0 0 +624 0 -289.116028 0 0 0 +627 0 -165.369019 0 0 0 +629 0 -335.609558 0 0 0 +633 1 390.7311 1 0 1 +634 0 -340.112 0 0 0 +638 0 -335.609558 0 0 0 +639 0 -352.085938 0 0 0 +641 0 -316.226 0 0 0 +642 0 -316.226 0 0 0 +644 0 -344.614471 0 0 0 +645 0 -316.226 0 0 0 +649 0 -316.226 0 0 0 +652 0 -293.992981 0 0 0 +653 0 -311.723572 0 0 0 +654 0 -292.340027 0 0 0 +656 0 -307.22113 0 0 0 +657 0 -72.35748 3.76308861E-32 0 0 +660 0 -325.2309 0 0 0 +661 0 -287.8376 0 0 0 +665 0 -349.1169 0 0 0 +668 1 343.143036 1 0 1 +670 1 812.8362 1 0 1 +678 0 -349.1169 0 0 0 +679 0 -344.614471 0 0 0 +680 1 1145.58008 1 0 1 +681 1 969.5272 1 0 1 +682 0 -270.107 0 0 0 +683 0 -349.1169 0 0 0 +685 0 -349.1169 0 0 0 +688 0 -335.609558 0 0 0 +689 0 -331.98 0 0 0 +691 1 742.678955 1 0 1 +692 0 -340.112 0 0 0 +693 0 -313.7779 0 0 0 +694 0 -323.895142 0 0 0 +696 1 765.6124 1 0 1 +697 1 661.5665 1 0 1 +698 1 685.4158 1 0 1 +0 0 -655.8461 0 0 0 +1 0 352.091125 1 Infinity 1 +2 0 -559.366 0 0 0 +3 0 1740.69983 1 Infinity 1 +4 0 -568.0042 0 0 0 +7 0 -495.546539 0 0 0 +12 1 241.313538 1 0 1 +13 0 -462.885864 0 0 0 +14 1 942.890747 1 0 1 +15 1 16.7993164 0.99999994 8.5991327994145617E-08 1 +16 0 -553.688354 0 0 0 +17 0 -643.059 0 0 0 +19 0 -668.63324 0 0 0 +22 0 -540.901245 0 0 0 +23 1 ? ? ? 0 +24 0 -604.697632 0 0 0 +26 0 -270.658081 0 0 0 +27 0 -566.475464 0 0 0 +29 0 -182.0799 0 0 0 +30 0 -411.087158 0 0 0 +33 0 -579.9574 0 0 0 +34 0 -418.963 0 0 0 +36 1 1591.25037 1 0 1 +38 1 1299.10193 1 0 1 +39 1 138.431519 1 0 1 +42 1 1330.61633 1 0 1 +43 1 -316.823425 0 Infinity 0 +47 0 -515.326965 0 0 0 +49 1 1846.62659 1 0 1 +53 1 -274.019653 0 Infinity 0 +55 1 1099.32031 1 0 1 +57 1 -608.2014 0 Infinity 0 +58 1 -331.385071 0 Infinity 0 +59 1 272.166443 1 0 1 +61 0 -444.421082 0 0 0 +62 1 1275.426 1 0 1 +65 1 -452.499237 0 Infinity 0 +67 1 413.869446 1 0 1 +75 0 -419.581116 0 0 0 +78 0 -488.460083 0 0 0 +80 0 -582.786133 0 0 0 +81 0 -516.16095 0 0 0 +83 0 -916.8487 0 0 0 +84 1 897.466553 1 0 1 +85 1 746.3789 1 0 1 +86 1 635.317261 1 0 1 +87 1 1356.64636 1 0 1 +89 0 -620.400757 0 0 0 +94 0 -617.484741 0 0 0 +101 1 841.3369 1 0 1 +103 1 -1044.8291 0 Infinity 0 +107 1 1459.14771 1 0 1 +110 0 -263.189178 0 0 0 +114 0 -85.66376 6.26185353E-38 0 0 +116 0 -16.92395 4.46706E-08 6.4446054047824292E-08 0 +118 0 -543.7726 0 0 0 +119 0 -418.936951 0 0 0 +124 1 404.967957 1 0 1 +126 1 567.640137 1 0 1 +127 0 -630.2719 0 0 0 +130 0 -322.59906 0 0 0 +134 0 -670.7153 0 0 0 +135 0 -421.6541 0 0 0 +136 0 -553.688354 0 0 0 +139 0 ? ? ? 0 +140 0 -451.530579 0 0 0 +142 1 488.312134 1 0 1 +143 0 -142.3327 0 0 0 +146 1 204.009888 1 0 1 +148 0 -941.341 0 0 0 +149 1 752.7002 1 0 1 +153 0 -322.505859 0 0 0 +155 1 1089.599 1 0 1 +157 0 -617.484741 0 0 0 +158 0 ? ? ? 0 +159 1 1923.49963 1 0 1 +160 1 1494.50439 1 0 1 +162 0 -630.2719 0 0 0 +163 0 -310.7699 0 0 0 +165 0 -490.51 0 0 0 +166 1 1570.02112 1 0 1 +168 0 -630.2719 0 0 0 +170 0 -451.530579 0 0 0 +172 0 -515.326965 0 0 0 +175 1 1194.70886 1 0 1 +178 0 -643.059 0 0 0 +182 0 -668.63324 0 0 0 +184 1 1070.42383 1 0 1 +185 0 -487.670715 0 0 0 +186 1 1482.42749 1 0 1 +190 1 2258.60547 1 0 1 +193 0 -604.697632 0 0 0 +194 0 -630.2719 0 0 0 +195 0 -643.059 0 0 0 +197 0 -543.264 0 0 0 +200 1 1415.39282 1 0 1 +203 0 -655.8461 0 0 0 +208 0 -474.8836 0 0 0 +213 1 2248.6748 1 0 1 +214 1 2270.23 1 0 1 +215 1 1644.9989 1 0 1 +217 0 -604.697632 0 0 0 +220 0 -567.1703 0 0 0 +221 1 221.437561 1 0 1 +222 1 -65.19592 4.85032065E-29 94.057834625329178 0 +224 1 1288.99756 1 0 1 +225 0 -515.326965 0 0 0 +227 1 1841.02551 1 0 1 +229 1 1514.78308 1 0 1 +230 1 930.4324 1 0 1 +231 1 1347.15759 1 0 1 +232 0 355.926941 1 Infinity 1 +234 0 50.92578 1 Infinity 1 +235 0 ? ? ? 0 +236 1 1204.766 1 0 1 +238 1 2421.61816 1 0 1 +243 0 -499.815369 0 0 0 +245 0 -547.412842 0 0 0 +251 1 963.108765 1 0 1 +253 1 1330.61633 1 0 1 +255 1 1480.258 1 0 1 +256 0 -451.530579 0 0 0 +261 1 1146.04651 1 0 1 +263 1 671.794434 1 0 1 +264 1 168.761963 1 0 1 +265 0 -208.388428 0 0 0 +266 1 1778.75232 1 0 1 +270 1 1587.86487 1 0 1 +273 1 71.01306 1 0 1 +274 0 -548.6288 0 0 0 +281 0 -579.9574 0 0 0 +282 1 1006.21155 1 0 1 +286 1 1933.378 1 0 1 +287 0 -670.7153 0 0 0 +289 1 1586.01257 1 0 1 +292 1 ? ? ? 0 +294 0 ? ? ? 0 +295 1 906.534668 1 0 1 +298 0 -764.4792 0 0 0 +302 1 1682.49768 1 0 1 +305 1 1757.94788 1 0 1 +306 0 -604.697632 0 0 0 +307 0 -604.697632 0 0 0 +310 0 -657.928162 0 0 0 +313 0 -425.9563 0 0 0 +315 0 ? ? ? 0 +318 0 -994.1397 0 0 0 +320 1 276.647217 1 0 1 +322 0 -630.2719 0 0 0 +324 0 -604.697632 0 0 0 +325 0 -115.247742 0 0 0 +326 1 -15.4407349 1.96867475E-07 22.276271883232333 0 +330 1 698.891357 1 0 1 +334 1 1535.56226 1 0 1 +335 0 -425.9563 0 0 0 +337 0 -604.697632 0 0 0 +339 1 1217.43982 1 0 1 +340 1 493.838684 1 0 1 +341 0 -604.697632 0 0 0 +342 0 -438.7434 0 0 0 +345 0 -425.9563 0 0 0 +351 0 -617.484741 0 0 0 +356 1 -20.4832764 1.27123578E-09 29.551121213997995 0 +357 1 1071.412 1 0 1 +359 1 718.949463 1 0 1 +362 0 -396.35025 0 0 0 +363 0 412.752625 1 Infinity 1 +364 0 -617.484741 0 0 0 +365 0 -528.1141 0 0 0 +367 1 1990.461 1 0 1 +369 0 -141.636475 0 0 0 +372 0 -431.750122 0 0 0 +374 0 -418.963 0 0 0 +375 0 -425.9563 0 0 0 +380 0 -425.9563 0 0 0 +382 0 -248.734116 0 0 0 +385 0 -124.033447 0 0 0 +386 1 986.141235 1 0 1 +390 0 -477.7996 0 0 0 +393 0 -296.142273 0 0 0 +394 0 -131.021484 0 0 0 +397 0 -464.3177 0 0 0 +400 1 1161.08 1 0 1 +401 0 -451.530579 0 0 0 +402 0 -41.7409668 7.449523E-19 0 0 +403 0 -238.812851 0 0 0 +405 0 -515.326965 0 0 0 +407 0 -515.326965 0 0 0 +408 0 -106.255127 0 0 0 +410 0 -515.326965 0 0 0 +411 0 ? ? ? 0 +412 1 1142.71326 1 0 1 +417 0 -515.326965 0 0 0 +420 0 -151.038086 0 0 0 +421 1 1101.11865 1 0 1 +424 0 -451.530579 0 0 0 +425 1 1700.89124 1 0 1 +426 0 413.444336 1 Infinity 1 +427 1 1406.78589 1 0 1 +431 0 -758.7763 0 0 0 +432 0 -484.8324 0 0 0 +433 0 -114.108459 0 0 0 +435 1 1690.26306 1 0 1 +437 0 -464.3177 0 0 0 +438 0 -145.386475 0 0 0 +443 0 -355.0504 0 0 0 +444 0 -508.6526 0 0 0 +445 0 -438.7434 0 0 0 +446 0 -425.9563 0 0 0 +447 0 -477.1048 0 0 0 +448 0 -296.142273 0 0 0 +458 0 -355.166626 0 0 0 +459 0 -233.228378 0 0 0 +460 0 -402.050049 0 0 0 +461 0 -167.906982 0 0 0 +462 0 -414.837158 0 0 0 +463 0 -382.674561 0 0 0 +468 0 -464.3177 0 0 0 +469 0 -393.388763 0 0 0 +470 0 -411.087158 0 0 0 +471 0 -414.837158 0 0 0 +472 0 -360.077881 0 0 0 +473 0 -464.3177 0 0 0 +475 0 -451.530579 0 0 0 +476 0 -342.379456 0 0 0 +477 0 -464.3177 0 0 0 +478 0 -336.67572 0 0 0 +479 1 1756.93469 1 0 1 +481 0 38.27362 1 Infinity 1 +485 0 -79.2756958 3.72394085E-35 0 0 +486 0 -411.087158 0 0 0 +488 1 1032.36157 1 0 1 +490 0 -425.9563 0 0 0 +491 1 1566.1012 1 0 1 +494 0 -82.79523 1.10278225E-36 0 0 +496 0 -296.142273 0 0 0 +498 0 -553.688354 0 0 0 +499 0 -553.688354 0 0 0 +500 0 -668.63324 0 0 0 +503 0 -643.059 0 0 0 +505 0 -170.672485 0 0 0 +506 1 1927.56189 1 0 1 +508 0 -477.1048 0 0 0 +509 0 -438.7434 0 0 0 +511 0 -566.475464 0 0 0 +512 0 -477.1048 0 0 0 +515 1 1918.6842 1 0 1 +516 0 -296.142273 0 0 0 +518 0 -292.064941 0 0 0 +524 0 -540.901245 0 0 0 +525 0 -414.003174 0 0 0 +526 0 -464.3177 0 0 0 +530 1 944.293945 1 0 1 +536 0 -655.8461 0 0 0 +537 0 -533.907959 0 0 0 +542 0 -196.2467 0 0 0 +543 0 -553.688354 0 0 0 +545 0 -566.475464 0 0 0 +550 0 -540.901245 0 0 0 +551 0 -604.697632 0 0 0 +552 0 -338.1048 0 0 0 +553 0 240.832764 1 Infinity 1 +554 0 -451.530579 0 0 0 +555 0 119.930054 1 Infinity 1 +556 0 -136.766724 0 0 0 +562 0 -604.697632 0 0 0 +564 0 -561.4159 0 0 0 +567 0 -411.876526 0 0 0 +568 1 595.40625 1 0 1 +570 1 542.1095 1 0 1 +571 1 1942.85364 1 0 1 +572 0 -540.901245 0 0 0 +573 0 -515.326965 0 0 0 +574 1 1153.98853 1 0 1 +575 0 -533.907959 0 0 0 +576 0 -566.475464 0 0 0 +579 0 -604.697632 0 0 0 +580 0 -444.537262 0 0 0 +583 0 -451.530579 0 0 0 +585 0 -425.9563 0 0 0 +587 0 -484.8324 0 0 0 +588 1 962.980347 1 0 1 +589 0 -477.1048 0 0 0 +591 1 1292.75549 1 0 1 +592 1 495.968933 1 0 1 +595 0 -566.475464 0 0 0 +596 0 -431.750122 0 0 0 +597 0 -411.969727 0 0 0 +598 0 -540.901245 0 0 0 +599 0 158.952942 1 Infinity 1 +601 0 -385.512939 0 0 0 +603 1 666.1304 1 0 1 +605 1 1270.69568 1 0 1 +608 1 1017.25195 1 0 1 +610 1 401.656738 1 0 1 +611 1 1604.38855 1 0 1 +615 0 -309.8119 0 0 0 +616 0 -540.901245 0 0 0 +620 0 -540.901245 0 0 0 +623 0 -425.9563 0 0 0 +625 0 -124.750488 0 0 0 +626 1 592.0665 1 0 1 +628 0 -438.7434 0 0 0 +630 0 -105.586426 0 0 0 +631 0 -566.475464 0 0 0 +632 0 -425.9563 0 0 0 +635 0 -85.71594 5.94345834E-38 0 0 +636 1 933.868042 1 0 1 +637 0 98.51605 1 Infinity 1 +640 0 -389.262878 0 0 0 +643 0 -425.9563 0 0 0 +646 0 -163.58905 0 0 0 +647 0 -350.90155 0 0 0 +648 1 893.8423 1 0 1 +650 0 -331.0995 0 0 0 +651 0 -299.84314 0 0 0 +655 0 -540.901245 0 0 0 +658 1 1548.15857 1 0 1 +659 0 -425.9563 0 0 0 +662 0 -271.450562 0 0 0 +663 0 -271.450562 0 0 0 +664 0 -465.846436 0 0 0 +666 0 -209.537933 0 0 0 +667 0 -630.2719 0 0 0 +669 1 2239.6377 1 0 1 +671 0 -452.31543 0 0 0 +672 0 -617.484741 0 0 0 +673 0 -204.122559 0 0 0 +674 0 -515.326965 0 0 0 +675 0 -98.50305 1.667545E-43 0 0 +676 0 -393.388763 0 0 0 +677 0 -477.1048 0 0 0 +684 0 -425.9563 0 0 0 +686 0 -425.9563 0 0 0 +687 0 -377.615051 0 0 0 +690 0 -350.90155 0 0 0 +695 0 -438.7434 0 0 0 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.txt index 579a151e5e..cc1083e607 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.txt @@ -1,700 +1,700 @@ Instance Label Score Probability Log-loss Assigned -5 1 1000.18896 1 -0 1 -6 0 95.69922 1 Infinity 1 -8 0 -334.17828 0 -0 0 -9 0 -235.6391 0 -0 0 -10 0 -277.29367 0 -0 0 -11 0 -322.8632 0 -0 0 -18 1 646.0084 1 -0 1 -20 1 198.03174 1 -0 1 -21 1 459.703 1 -0 1 -25 1 124.40155 1 -0 1 -28 0 -322.8632 0 -0 0 -31 0 -300.14307 0 -0 0 -32 1 450.4041 1 -0 1 -35 0 -322.8632 0 -0 0 -37 0 -82.94394 9.503967E-37 -0 0 +5 1 1021.923 1 0 1 +6 0 101.91272 1 Infinity 1 +8 0 -334.817749 0 0 0 +9 0 -235.957581 0 0 0 +10 0 -272.79837 0 0 0 +11 0 -320.737427 0 0 0 +18 1 647.4429 1 0 1 +20 1 217.233337 1 0 1 +21 1 479.27478 1 0 1 +25 1 140.3844 1 0 1 +28 0 -320.737427 0 0 0 +31 0 -296.864 0 0 0 +32 1 454.251282 1 0 1 +35 0 -320.737427 0 0 0 +37 0 -78.9787 5.011722E-35 0 0 40 0 ? ? ? 0 -41 1 193.508 1 -0 1 -44 1 640.12854 1 -0 1 -45 0 -325.427 0 -0 0 -46 1 662.572 1 -0 1 -48 0 -313.28973 0 -0 0 -50 1 277.65234 1 -0 1 -51 1 44.777954 1 -0 1 -52 1 271.5711 1 -0 1 -54 1 311.60028 1 -0 1 -56 1 904.77344 1 -0 1 -60 1 94.159485 1 -0 1 -63 1 -9.789185 5.6051445E-05 14.122888897433951 0 -64 0 -328.27826 0 -0 0 -66 0 -289.31293 0 -0 0 -68 1 540.3833 1 -0 1 -69 0 -294.4256 0 -0 0 -70 0 -261.91486 0 -0 0 -71 1 360.4336 1 -0 1 -72 0 -18.042511 1.45961065E-08 2.105773068336081E-08 0 -73 1 337.3023 1 -0 1 -74 1 314.52484 1 -0 1 -76 0 -261.22357 0 -0 0 -77 0 -165.81848 0 -0 0 -79 0 -351.12762 0 -0 0 -82 0 -207.5039 0 -0 0 -88 0 -289.31293 0 -0 0 -90 0 -305.55814 0 -0 0 -91 0 -352.15662 0 -0 0 -92 0 -289.31293 0 -0 0 -93 0 -328.27826 0 -0 0 -95 0 -305.55814 0 -0 0 -96 0 -357.5717 0 -0 0 -97 0 -283.8979 0 -0 0 -98 1 375.36285 1 -0 1 -99 1 541.32886 1 -0 1 -100 1 40.636627 1 -0 1 -102 0 -266.96136 0 -0 0 -104 1 509.36304 1 -0 1 -105 1 -0.046447754 0.48839015 1.0338939978132953 0 -106 1 971.9457 1 -0 1 -108 0 -306.01318 0 -0 0 -109 1 561.1018 1 -0 1 -111 1 429.27478 1 -0 1 -112 1 352.8783 1 -0 1 -113 1 807.48425 1 -0 1 -115 0 -172.66177 0 -0 0 -117 1 497.87134 1 -0 1 -120 0 -295.19498 0 -0 0 -121 0 -168.33484 0 -0 0 -122 1 868.4481 1 -0 1 -123 1 257.67218 1 -0 1 -125 0 -328.27826 0 -0 0 -128 1 268.11395 1 -0 1 -129 0 -577.114 0 -0 0 -131 0 -300.14307 0 -0 0 -132 1 745.2489 1 -0 1 -133 0 -306.31558 0 -0 0 -137 0 -340.16824 0 -0 0 -138 0 -289.6815 0 -0 0 -141 0 -345.5833 0 -0 0 -144 0 -322.8632 0 -0 0 +41 1 199.0091 1 0 1 +44 1 656.8247 1 0 1 +45 0 -322.804565 0 0 0 +46 1 682.001953 1 0 1 +48 0 -308.837372 0 0 0 +50 1 269.319824 1 0 1 +51 1 55.29657 1 0 1 +52 1 287.521057 1 0 1 +54 1 316.589355 1 0 1 +56 1 913.6865 1 0 1 +60 1 119.077576 1 0 1 +63 1 4.26116943 0.9860904 0.020208151201720485 1 +64 0 -325.252838 0 0 0 +66 0 -287.8332 0 0 0 +68 1 560.21106 1 0 1 +69 0 -288.1764 0 0 0 +70 0 -262.6084 0 0 0 +71 1 377.826416 1 0 1 +72 0 -7.10409546 0.00082105794 0.0011850227709561453 0 +73 1 361.900269 1 0 1 +74 1 308.8277 1 0 1 +76 0 -258.3786 0 0 0 +77 0 -166.195282 0 0 0 +79 0 -349.318481 0 0 0 +82 0 -207.568787 0 0 0 +88 0 -287.8332 0 0 0 +90 0 -301.379425 0 0 0 +91 0 -350.5975 0 0 0 +92 0 -287.8332 0 0 0 +93 0 -325.252838 0 0 0 +95 0 -301.379425 0 0 0 +96 0 -355.1129 0 0 0 +97 0 -283.3178 0 0 0 +98 1 380.50592 1 0 1 +99 1 571.659058 1 0 1 +100 1 51.7908325 1 0 1 +102 0 -265.5418 0 0 0 +104 1 527.381836 1 0 1 +105 1 1.51104736 0.8192164 0.28768354956614323 1 +106 1 975.2739 1 0 1 +108 0 -298.846741 0 0 0 +109 1 582.2739 1 0 1 +111 1 427.5822 1 0 1 +112 1 370.9096 1 0 1 +113 1 805.0089 1 0 1 +115 0 -169.885254 0 0 0 +117 1 521.3834 1 0 1 +120 0 -289.590118 0 0 0 +121 0 -167.273956 0 0 0 +122 1 864.813965 1 0 1 +123 1 263.304382 1 0 1 +125 0 -325.252838 0 0 0 +128 1 277.651428 1 0 1 +129 0 -577.7748 0 0 0 +131 0 -296.864 0 0 0 +132 1 762.661865 1 0 1 +133 0 -303.018982 0 0 0 +137 0 -340.095428 0 0 0 +138 0 -289.415222 0 0 0 +141 0 -344.61084 0 0 0 +144 0 -320.737427 0 0 0 145 0 ? ? ? 0 -147 0 -311.95856 0 -0 0 -150 0 -277.29367 0 -0 0 -151 1 243.12079 1 -0 1 -152 1 862.84314 1 -0 1 -154 0 -350.99835 0 -0 0 -156 0 -229.53273 0 -0 0 -161 0 -278.1804 0 -0 0 +147 0 -309.023651 0 0 0 +150 0 -272.79837 0 0 0 +151 1 249.55658 1 0 1 +152 1 884.802856 1 0 1 +154 0 -349.126221 0 0 0 +156 0 -227.212433 0 0 0 +161 0 -274.6302 0 0 0 164 0 ? ? ? 0 -167 1 283.80707 1 -0 1 -169 0 -334.7223 0 -0 0 -171 0 -305.55814 0 -0 0 -173 1 1010.343 1 -0 1 -174 1 608.9114 1 -0 1 -176 0 -300.14307 0 -0 0 -177 1 562.58374 1 -0 1 -179 1 177.81592 1 -0 1 -180 0 -277.29367 0 -0 0 -181 0 -350.99835 0 -0 0 -183 1 808.67395 1 -0 1 -187 1 524.15204 1 -0 1 -188 1 673.82825 1 -0 1 -189 0 -184.46106 0 -0 0 -191 1 429.5337 1 -0 1 -192 0 -306.61798 0 -0 0 -196 0 363.26575 1 Infinity 1 -198 0 -350.99835 0 -0 0 -199 0 -317.44812 0 -0 0 -201 1 687.1731 1 -0 1 -202 0 -305.55814 0 -0 0 -204 0 -305.55814 0 -0 0 -205 1 999.5824 1 -0 1 -206 1 667.10315 1 -0 1 -207 0 -277.29367 0 -0 0 -209 0 -255.63342 0 -0 0 -210 1 1057.6752 1 -0 1 -211 1 905.67065 1 -0 1 -212 0 -305.55814 0 -0 0 -216 0 -328.27826 0 -0 0 -218 1 708.5812 1 -0 1 -219 0 -233.7797 0 -0 0 -223 1 528.3918 1 -0 1 -226 1 694.28674 1 -0 1 -228 0 -277.29367 0 -0 0 -233 1 352.99603 1 -0 1 -237 1 444.02045 1 -0 1 -239 1 448.62347 1 -0 1 -240 0 -219.04243 0 -0 0 -241 0 -290.44034 0 -0 0 -242 0 -300.14307 0 -0 0 -244 0 -305.55814 0 -0 0 -246 1 1022.41016 1 -0 1 -247 1 407.52216 1 -0 1 -248 0 -233.65024 0 -0 0 +167 1 283.316284 1 0 1 +169 0 -331.047241 0 0 0 +171 0 -301.379425 0 0 0 +173 1 1041.47913 1 0 1 +174 1 612.9641 1 0 1 +176 0 -296.864 0 0 0 +177 1 578.026 1 0 1 +179 1 180.726685 1 0 1 +180 0 -272.79837 0 0 0 +181 0 -349.126221 0 0 0 +183 1 834.9143 1 0 1 +187 1 544.907654 1 0 1 +188 1 709.276855 1 0 1 +189 0 -181.0476 0 0 0 +191 1 457.053833 1 0 1 +192 0 -307.1912 0 0 0 +196 0 384.403748 1 Infinity 1 +198 0 -349.126221 0 0 0 +199 0 -316.222015 0 0 0 +201 1 688.0464 1 0 1 +202 0 -301.379425 0 0 0 +204 0 -301.379425 0 0 0 +205 1 1028.11108 1 0 1 +206 1 667.4751 1 0 1 +207 0 -272.79837 0 0 0 +209 0 -254.736725 0 0 0 +210 1 1086.058 1 0 1 +211 1 925.716064 1 0 1 +212 0 -301.379425 0 0 0 +216 0 -325.252838 0 0 0 +218 1 734.4236 1 0 1 +219 0 -234.219574 0 0 0 +223 1 539.3552 1 0 1 +226 1 715.6188 1 0 1 +228 0 -272.79837 0 0 0 +233 1 355.085876 1 0 1 +237 1 459.5498 1 0 1 +239 1 451.899231 1 0 1 +240 0 -212.39624 0 0 0 +241 0 -284.771729 0 0 0 +242 0 -296.864 0 0 0 +244 0 -301.379425 0 0 0 +246 1 1044.54126 1 0 1 +247 1 409.237671 1 0 1 +248 0 -221.818024 0 0 0 249 0 ? ? ? 0 -250 0 -252.25284 0 -0 0 -252 0 294.28015 1 Infinity 1 -254 1 734.71045 1 -0 1 -257 0 -317.44812 0 -0 0 -258 0 -294.728 0 -0 0 -259 0 569.26843 1 Infinity 1 -260 1 521.4543 1 -0 1 -262 1 895.22437 1 -0 1 -267 1 399.35114 1 -0 1 -268 1 728.2501 1 -0 1 -269 0 -305.55814 0 -0 0 -271 0 -283.8979 0 -0 0 -272 1 399.35114 1 -0 1 +250 0 -251.085815 0 0 0 +252 0 307.68988 1 Infinity 1 +254 1 728.536743 1 0 1 +257 0 -316.222015 0 0 0 +258 0 -292.348633 0 0 0 +259 0 572.462158 1 Infinity 1 +260 1 531.1308 1 0 1 +262 1 912.760254 1 0 1 +267 1 408.017578 1 0 1 +268 1 736.6128 1 0 1 +269 0 -301.379425 0 0 0 +271 0 -283.3178 0 0 0 +272 1 408.017578 1 0 1 275 0 ? ? ? 0 -276 0 -317.44812 0 -0 0 -277 0 -328.27826 0 -0 0 -278 0 -305.55814 0 -0 0 -279 1 440.3501 1 -0 1 -280 0 -294.728 0 -0 0 -283 1 553.0797 1 -0 1 -284 1 419.6612 1 -0 1 -285 1 976.37036 1 -0 1 -288 1 33.66107 1 -0 1 -290 0 -350.99835 0 -0 0 -291 0 -305.55814 0 -0 0 -293 1 380.27435 1 -0 1 -296 0 123.290955 1 Infinity 1 +276 0 -316.222015 0 0 0 +277 0 -325.252838 0 0 0 +278 0 -301.379425 0 0 0 +279 1 438.823853 1 0 1 +280 0 -292.348633 0 0 0 +283 1 555.4083 1 0 1 +284 1 445.768616 1 0 1 +285 1 1001.10779 1 0 1 +288 1 54.43335 1 0 1 +290 0 -349.126221 0 0 0 +291 0 -301.379425 0 0 0 +293 1 386.6949 1 0 1 +296 0 139.220642 1 Infinity 1 297 0 ? ? ? 0 -299 1 205.42737 1 -0 1 -300 1 383.03638 1 -0 1 -301 0 -305.55814 0 -0 0 -303 0 -305.55814 0 -0 0 -304 1 251.54071 1 -0 1 -308 1 568.57886 1 -0 1 -309 0 -70.95117 1.5356689E-31 -0 0 -311 0 -350.99835 0 -0 0 -312 1 -108.10928 0 Infinity 0 -314 0 -300.0138 0 -0 0 -316 1 460.54492 1 -0 1 -317 1 708.15735 1 -0 1 -319 0 149.38269 1 Infinity 1 +299 1 227.814941 1 0 1 +300 1 407.6792 1 0 1 +301 0 -301.379425 0 0 0 +303 0 -301.379425 0 0 0 +304 1 265.7011 1 0 1 +308 1 588.7855 1 0 1 +309 0 -65.36084 4.11289773E-29 0 0 +311 0 -349.126221 0 0 0 +312 1 -94.50748 9.035572E-42 136.34536397147204 0 +314 0 -296.671753 0 0 0 +316 1 466.170166 1 0 1 +317 1 736.0132 1 0 1 +319 0 161.598083 1 Infinity 1 321 0 ? ? ? 0 -323 1 373.12372 1 -0 1 -327 0 -328.27826 0 -0 0 -328 1 573.495 1 -0 1 -329 1 455.49628 1 -0 1 -331 0 -281.04663 0 -0 0 -332 0 -208.72833 0 -0 0 -333 1 386.81348 1 -0 1 -336 1 410.70642 1 -0 1 -338 0 -300.0138 0 -0 0 -343 0 -350.99835 0 -0 0 -344 1 453.7331 1 -0 1 -346 0 -248.58038 0 -0 0 -347 0 -300.46884 0 -0 0 -348 1 -168.91534 0 Infinity 0 -349 1 214.19824 1 -0 1 -350 0 -353.31488 0 -0 0 -352 0 26.112091 1 Infinity 1 -353 1 631.7584 1 -0 1 -354 0 -328.27826 0 -0 0 -355 0 -329.16498 0 -0 0 -358 1 578.1035 1 -0 1 -360 1 916.92786 1 -0 1 -361 1 671.8187 1 -0 1 -366 1 942.1826 1 -0 1 -368 0 -306.29526 0 -0 0 -370 0 -165.15805 0 -0 0 -371 0 -306.29526 0 -0 0 -373 0 -318.60638 0 -0 0 -376 0 -328.27826 0 -0 0 -377 0 -300.0138 0 -0 0 -378 0 -370.54523 0 -0 0 -379 0 -120.58426 0 -0 0 -381 1 631.9988 1 -0 1 -383 0 -345.5833 0 -0 0 -384 0 -345.5833 0 -0 0 -387 0 -126.65973 0 -0 0 -388 0 -311.73065 0 -0 0 -389 0 -279.16577 0 -0 0 -391 1 929.0128 1 -0 1 -392 0 -317.44812 0 -0 0 -395 0 -317.44812 0 -0 0 -396 0 -294.728 0 -0 0 -398 0 -229.92163 0 -0 0 -399 0 -229.9013 0 -0 0 -404 0 -287.44864 0 -0 0 -406 0 -213.28754 0 -0 0 -409 0 -295.09656 0 -0 0 -413 0 -261.5463 0 -0 0 -414 1 634.5084 1 -0 1 -415 0 -74.09653 6.611304E-33 -0 0 -416 1 576.37305 1 -0 1 -418 0 -138.57285 0 -0 0 -419 0 -277.58878 0 -0 0 -422 0 -69.556854 6.1921577E-31 -0 0 -423 0 -261.91486 0 -0 0 -428 0 -328.27826 0 -0 0 -429 0 -322.8632 0 -0 0 -430 0 -164.35779 0 -0 0 -434 0 679.9729 1 Infinity 1 -436 1 574.03687 1 -0 1 -439 0 -329.3381 0 -0 0 -440 1 412.9361 1 -0 1 -441 0 -132.80533 0 -0 0 -442 0 -285.80685 0 -0 0 -449 1 771.3524 1 -0 1 -450 0 -307.74536 0 -0 0 -451 0 -329.3381 0 -0 0 -452 0 -364.14502 0 -0 0 -453 1 535.7859 1 -0 1 -454 0 -221.05984 0 -0 0 -455 1 22.25473 1 -0 1 -456 1 616.3618 1 -0 1 -457 1 621.3196 1 -0 1 -464 0 -334.75317 0 -0 0 -465 1 656.32996 1 -0 1 -466 1 772.76086 1 -0 1 -467 1 661.41406 1 -0 1 -474 0 -329.3381 0 -0 0 -480 0 -301.07364 0 -0 0 -482 1 755.6925 1 -0 1 -483 1 852.1959 1 -0 1 -484 0 -306.98654 0 -0 0 -487 1 937.19666 1 -0 1 -489 1 24.864746 1 -0 1 -492 0 -283.76862 0 -0 0 -493 1 900.6575 1 -0 1 -495 0 -289.18365 0 -0 0 -497 0 -258.35922 0 -0 0 -501 0 -312.03305 0 -0 0 -502 0 -324.02142 0 -0 0 -504 0 -350.99835 0 -0 0 -507 0 -217.24591 0 -0 0 -510 0 -350.99835 0 -0 0 -513 0 -289.18365 0 -0 0 -514 1 719.33826 1 -0 1 -517 0 -300.0138 0 -0 0 -519 1 782.5841 1 -0 1 -520 0 -379.26282 0 -0 0 -521 0 -363.0176 0 -0 0 -522 1 289.01807 1 -0 1 -523 1 448.80408 1 -0 1 -527 0 -289.31293 0 -0 0 -528 0 -291.20834 0 -0 0 -529 0 -283.76862 0 -0 0 -531 0 -213.28754 0 -0 0 -532 0 -277.29367 0 -0 0 -533 0 -317.44812 0 -0 0 -534 0 -322.8632 0 -0 0 -535 0 -272.8434 0 -0 0 -538 0 -312.03305 0 -0 0 -539 0 -301.2029 0 -0 0 -540 0 -262.03384 0 -0 0 -541 0 -340.16824 0 -0 0 -544 0 -290.14847 0 -0 0 -546 1 1038.1329 1 -0 1 -547 0 -317.31885 0 -0 0 -548 0 -311.90378 0 -0 0 -549 1 527.9298 1 -0 1 -557 0 -353.31488 0 -0 0 -558 0 -322.8632 0 -0 0 -559 0 -306.61798 0 -0 0 -560 0 -283.8979 0 -0 0 -561 0 -283.8979 0 -0 0 -563 0 -317.44812 0 -0 0 -565 1 843.4319 1 -0 1 -566 0 -272.37643 0 -0 0 -569 1 725.8729 1 -0 1 -577 0 -328.27826 0 -0 0 -578 0 -328.27826 0 -0 0 -581 1 767.5625 1 -0 1 -582 1 963.59705 1 -0 1 -584 0 -417.54453 0 -0 0 -586 1 1060.5945 1 -0 1 -590 1 609.25183 1 -0 1 -593 0 -306.98654 0 -0 0 -594 1 768.8346 1 -0 1 -600 0 -317.44812 0 -0 0 -602 0 -312.03305 0 -0 0 -604 1 240.23865 1 -0 1 -606 0 -346.74155 0 -0 0 -607 0 -350.99835 0 -0 0 -609 0 -329.3381 0 -0 0 -612 1 1086.2559 1 -0 1 -613 0 -170.07529 0 -0 0 -614 0 -294.59872 0 -0 0 +323 1 388.03302 1 0 1 +327 0 -325.252838 0 0 0 +328 1 584.984 1 0 1 +329 1 459.499573 1 0 1 +331 0 -280.869537 0 0 0 +332 0 -206.44986 0 0 0 +333 1 399.285278 1 0 1 +336 1 425.5838 1 0 1 +338 0 -296.671753 0 0 0 +343 0 -349.126221 0 0 0 +344 1 473.410339 1 0 1 +346 0 -245.701279 0 0 0 +347 0 -294.1391 0 0 0 +348 1 -152.083282 0 Infinity 0 +349 1 237.0896 1 0 1 +350 0 -352.0688 0 0 0 +352 0 39.6635437 1 Infinity 1 +353 1 660.963257 1 0 1 +354 0 -325.252838 0 0 0 +355 0 -327.084656 0 0 0 +358 1 590.6726 1 0 1 +360 1 943.9149 1 0 1 +361 1 683.516 1 0 1 +366 1 969.8589 1 0 1 +368 0 -304.543427 0 0 0 +370 0 -166.498291 0 0 0 +371 0 -304.543427 0 0 0 +373 0 -317.6933 0 0 0 +376 0 -325.252838 0 0 0 +377 0 -296.671753 0 0 0 +378 0 -363.106323 0 0 0 +379 0 -122.1077 0 0 0 +381 1 651.466431 1 0 1 +383 0 -344.61084 0 0 0 +384 0 -344.61084 0 0 0 +387 0 -126.32016 0 0 0 +388 0 -307.5344 0 0 0 +389 0 -277.759 0 0 0 +391 1 947.5735 1 0 1 +392 0 -316.222015 0 0 0 +395 0 -316.222015 0 0 0 +396 0 -292.348633 0 0 0 +398 0 -227.269958 0 0 0 +399 0 -228.794418 0 0 0 +404 0 -281.178345 0 0 0 +406 0 -213.6662 0 0 0 +409 0 -293.9306 0 0 0 +413 0 -261.0264 0 0 0 +414 1 646.5259 1 0 1 +415 0 -57.21808 1.41417837E-25 0 0 +416 1 582.0941 1 0 1 +418 0 -135.317932 0 0 0 +419 0 -278.856018 0 0 0 +422 0 -65.34631 4.17307942E-29 0 0 +423 0 -262.6084 0 0 0 +428 0 -325.252838 0 0 0 +429 0 -320.737427 0 0 0 +430 0 -160.551788 0 0 0 +434 0 683.9347 1 Infinity 1 +436 1 575.846558 1 0 1 +439 0 -331.0646 0 0 0 +440 1 429.814148 1 0 1 +441 0 -130.0997 0 0 0 +442 0 -280.509918 0 0 0 +449 1 803.155 1 0 1 +450 0 -304.1297 0 0 0 +451 0 -331.0646 0 0 0 +452 0 -361.0996 0 0 0 +453 1 566.1138 1 0 1 +454 0 -221.693909 0 0 0 +455 1 16.0523376 0.9999999 1.7198266111377426E-07 1 +456 1 636.5864 1 0 1 +457 1 647.529541 1 0 1 +464 0 -335.580017 0 0 0 +465 1 677.602661 1 0 1 +466 1 787.547852 1 0 1 +467 1 679.4784 1 0 1 +474 0 -331.0646 0 0 0 +480 0 -302.483521 0 0 0 +482 1 781.156738 1 0 1 +483 1 878.3706 1 0 1 +484 0 -308.7732 0 0 0 +487 1 945.2323 1 0 1 +489 1 24.710083 1 0 1 +492 0 -283.125549 0 0 0 +493 1 920.3756 1 0 1 +495 0 -287.64093 0 0 0 +497 0 -259.831 0 0 0 +501 0 -311.7066 0 0 0 +502 0 -322.208679 0 0 0 +504 0 -349.126221 0 0 0 +507 0 -214.695511 0 0 0 +510 0 -349.126221 0 0 0 +513 0 -287.64093 0 0 0 +514 1 754.5259 1 0 1 +517 0 -296.671753 0 0 0 +519 1 791.0669 1 0 1 +520 0 -377.7073 0 0 0 +521 0 -364.161072 0 0 0 +522 1 296.72522 1 0 1 +523 1 465.930176 1 0 1 +527 0 -287.8332 0 0 0 +528 0 -292.468475 0 0 0 +529 0 -283.125549 0 0 0 +531 0 -213.6662 0 0 0 +532 0 -272.79837 0 0 0 +533 0 -316.222015 0 0 0 +534 0 -320.737427 0 0 0 +535 0 -267.2987 0 0 0 +538 0 -311.7066 0 0 0 +539 0 -302.675781 0 0 0 +540 0 -262.380951 0 0 0 +541 0 -340.095428 0 0 0 +544 0 -286.656677 0 0 0 +546 1 1069.49353 1 0 1 +547 0 -316.029755 0 0 0 +548 0 -311.514343 0 0 0 +549 1 549.9683 1 0 1 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+435 1 1690.2677 1 0 1 +437 0 -464.3166 0 0 0 +438 0 -145.385315 0 0 0 +443 0 -355.049377 0 0 0 +444 0 -508.651184 0 0 0 +445 0 -438.7425 0 0 0 +446 0 -425.9555 0 0 0 +447 0 -477.103638 0 0 0 +448 0 -296.141541 0 0 0 +458 0 -355.1654 0 0 0 +459 0 -233.227112 0 0 0 +460 0 -402.048828 0 0 0 +461 0 -167.905182 0 0 0 +462 0 -414.835876 0 0 0 +463 0 -382.673462 0 0 0 +468 0 -464.3166 0 0 0 +469 0 -393.387817 0 0 0 +470 0 -411.0862 0 0 0 +471 0 -414.835876 0 0 0 +472 0 -360.076721 0 0 0 +473 0 -464.3166 0 0 0 +475 0 -451.529541 0 0 0 +476 0 -342.378357 0 0 0 +477 0 -464.3166 0 0 0 +478 0 -336.6745 0 0 0 +479 1 1756.93933 1 0 1 +481 0 38.2750549 1 Infinity 1 +485 0 -79.2746 3.728034E-35 0 0 +486 0 -411.0862 0 0 0 +488 1 1032.36389 1 0 1 +490 0 -425.9555 0 0 0 +491 1 1566.10583 1 0 1 +494 0 -82.79285 1.10541041E-36 0 0 +496 0 -296.141541 0 0 0 +498 0 -553.6872 0 0 0 +499 0 -553.6872 0 0 0 +500 0 -668.631836 0 0 0 +503 0 -643.057739 0 0 0 +505 0 -170.671326 0 0 0 +506 1 1927.56653 1 0 1 +508 0 -477.103638 0 0 0 +509 0 -438.7425 0 0 0 +511 0 -566.4742 0 0 0 +512 0 -477.103638 0 0 0 +515 1 1918.68909 1 0 1 +516 0 -296.141541 0 0 0 +518 0 -292.0639 0 0 0 +524 0 -540.900146 0 0 0 +525 0 -414.002136 0 0 0 +526 0 -464.3166 0 0 0 +530 1 944.298462 1 0 1 +536 0 -655.8448 0 0 0 +537 0 -533.9065 0 0 0 +542 0 -196.245392 0 0 0 +543 0 -553.6872 0 0 0 +545 0 -566.4742 0 0 0 +550 0 -540.900146 0 0 0 +551 0 -604.696655 0 0 0 +552 0 -338.1034 0 0 0 +553 0 240.835052 1 Infinity 1 +554 0 -451.529541 0 0 0 +555 0 119.931915 1 Infinity 1 +556 0 -136.7655 0 0 0 +562 0 -604.696655 0 0 0 +564 0 -561.4146 0 0 0 +567 0 -411.875 0 0 0 +568 1 595.410767 1 0 1 +570 1 542.114868 1 0 1 +571 1 1942.85852 1 0 1 +572 0 -540.900146 0 0 0 +573 0 -515.32605 0 0 0 +574 1 1153.99219 1 0 1 +575 0 -533.9065 0 0 0 +576 0 -566.4742 0 0 0 +579 0 -604.696655 0 0 0 +580 0 -444.53595 0 0 0 +583 0 -451.529541 0 0 0 +585 0 -425.9555 0 0 0 +587 0 -484.831055 0 0 0 +588 1 962.983643 1 0 1 +589 0 -477.103638 0 0 0 +591 1 1292.75977 1 0 1 +592 1 495.973053 1 0 1 +595 0 -566.4742 0 0 0 +596 0 -431.748932 0 0 0 +597 0 -411.968262 0 0 0 +598 0 -540.900146 0 0 0 +599 0 158.954132 1 Infinity 1 +601 0 -385.512115 0 0 0 +603 1 666.133057 1 0 1 +605 1 1270.70056 1 0 1 +608 1 1017.25757 1 0 1 +610 1 401.661346 1 0 1 +611 1 1604.39221 1 0 1 +615 0 -309.810669 0 0 0 +616 0 -540.900146 0 0 0 +620 0 -540.900146 0 0 0 +623 0 -425.9555 0 0 0 +625 0 -124.748688 0 0 0 +626 1 592.070435 1 0 1 +628 0 -438.7425 0 0 0 +630 0 -105.585052 0 0 0 +631 0 -566.4742 0 0 0 +632 0 -425.9555 0 0 0 +635 0 -85.71478 5.95035441E-38 0 0 +636 1 933.872437 1 0 1 +637 0 98.51761 1 Infinity 1 +640 0 -389.261841 0 0 0 +643 0 -425.9555 0 0 0 +646 0 -163.588135 0 0 0 +647 0 -350.9007 0 0 0 +648 1 893.8468 1 0 1 +650 0 -331.097778 0 0 0 +651 0 -299.842163 0 0 0 +655 0 -540.900146 0 0 0 +658 1 1548.16321 1 0 1 +659 0 -425.9555 0 0 0 +662 0 -271.4496 0 0 0 +663 0 -271.4496 0 0 0 +664 0 -465.845337 0 0 0 +666 0 -209.536652 0 0 0 +667 0 -630.2707 0 0 0 +669 1 2239.64185 1 0 1 +671 0 -452.314178 0 0 0 +672 0 -617.483643 0 0 0 +673 0 -204.121124 0 0 0 +674 0 -515.32605 0 0 0 +675 0 -98.50183 1.667545E-43 0 0 +676 0 -393.387817 0 0 0 +677 0 -477.103638 0 0 0 +684 0 -425.9555 0 0 0 +686 0 -425.9555 0 0 0 +687 0 -377.613831 0 0 0 +690 0 -350.9007 0 0 0 +695 0 -438.7425 0 0 0 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows32-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows32-out.txt new file mode 100644 index 0000000000..6d33c9982b --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows32-out.txt @@ -0,0 +1,69 @@ +maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -468.2858, Weights: [4.26271,76.13496,22.57535,-10.57533,-28.53748,45.25502,23.55419,12.63859,2.51619] +Not training a calibrator because it is not needed. +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -484.2863, Weights: [-12.78731,140.429,121.938,37.52739,-129.8144,70.90551,-89.37083,81.64296,-32.32784] +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 132 | 2 | 0.9851 + negative || 8 | 212 | 0.9636 + ||====================== +Precision || 0.9429 | 0.9907 | +OVERALL 0/1 ACCURACY: 0.971751 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.991011 +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3191 (105.0/(105.0+224.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 96 | 9 | 0.9143 + negative || 11 | 213 | 0.9509 + ||====================== +Precision || 0.8972 | 0.9595 | +OVERALL 0/1 ACCURACY: 0.939210 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.963435 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.977223 (0.0138) +Accuracy: 0.955481 (0.0163) +Positive precision: 0.920027 (0.0228) +Positive recall: 0.949680 (0.0354) +Negative precision: 0.975057 (0.0156) +Negative recall: 0.957265 (0.0064) +Log-loss: Infinity (NaN) +Log-loss reduction: -Infinity (NaN) +F1 Score: 0.934582 (0.0289) +AUPRC: 0.964379 (0.0168) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + +--- Progress log --- +[1] 'Preprocessing' started. +[1] 'Preprocessing' finished in %Time%. +[2] 'Training' started. +[2] 'Training' finished in %Time%. +[3] 'Preprocessing #2' started. +[3] 'Preprocessing #2' finished in %Time%. +[4] 'Training #2' started. +[4] 'Training #2' finished in %Time%. diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows32-rp.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows32-rp.txt new file mode 100644 index 0000000000..3330383cab --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows32-rp.txt @@ -0,0 +1,4 @@ +SymSGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.977223 0.955481 0.920027 0.94968 0.975057 0.957265 Infinity -Infinity 0.934582 0.964379 1 SymSGD %Data% %Output% 99 0 0 maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 /nt:1 + diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows32.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows32.txt new file mode 100644 index 0000000000..64c7b94da6 --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows32.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 1024.07837 1 0 1 +6 0 105.40451 1 Infinity 1 +8 0 -334.6716 0 0 0 +9 0 -236.52179 0 0 0 +10 0 -273.3532 0 0 0 +11 0 -321.1822 0 0 0 +18 1 652.1494 1 0 1 +20 1 217.608429 1 0 1 +21 1 475.508575 1 0 1 +25 1 139.4429 1 0 1 +28 0 -321.1822 0 0 0 +31 0 -297.628 0 0 0 +32 1 454.545 1 0 1 +35 0 -321.1822 0 0 0 +37 0 -81.68796 3.33711144E-36 0 0 +40 0 ? ? ? 0 +41 1 195.734955 1 0 1 +44 1 653.43396 1 0 1 +45 0 -322.92868 0 0 0 +46 1 684.160156 1 0 1 +48 0 -310.2532 0 0 0 +50 1 271.7988 1 0 1 +51 1 54.535553 1 0 1 +52 1 283.3453 1 0 1 +54 1 318.2153 1 0 1 +56 1 915.1874 1 0 1 +60 1 114.704193 1 0 1 +63 1 0.1701355 0.5424316 0.88248688681804721 1 +64 0 -325.4449 0 0 0 +66 0 -289.102539 0 0 0 +68 1 558.5532 1 0 1 +69 0 -289.252075 0 0 0 +70 0 -263.243347 0 0 0 +71 1 375.473358 1 0 1 +72 0 -8.190033 0.0002773278 0.00040015494606166575 0 +73 1 360.9089 1 0 1 +74 1 309.7731 1 0 1 +76 0 -257.7188 0 0 0 +77 0 -166.699432 0 0 0 +79 0 -349.719635 0 0 0 +82 0 -208.704865 0 0 0 +88 0 -289.102539 0 0 0 +90 0 -301.8907 0 0 0 +91 0 -351.048981 0 0 0 +92 0 -289.102539 0 0 0 +93 0 -325.4449 0 0 0 +95 0 -301.8907 0 0 0 +96 0 -355.311676 0 0 0 +97 0 -284.839844 0 0 0 +98 1 381.0887 1 0 1 +99 1 570.4811 1 0 1 +100 1 48.0287781 1 0 1 +102 0 -266.527222 0 0 0 +104 1 525.243164 1 0 1 +105 1 1.66384888 0.840754 0.25024440444050849 1 +106 1 981.6886 1 0 1 +108 0 -300.1677 0 0 0 +109 1 581.1847 1 0 1 +111 1 431.6262 1 0 1 +112 1 370.537872 1 0 1 +113 1 809.972046 1 0 1 +115 0 -167.978973 0 0 0 +117 1 523.1654 1 0 1 +120 0 -289.890656 0 0 0 +121 0 -167.712555 0 0 0 +122 1 870.704468 1 0 1 +123 1 266.187347 1 0 1 +125 0 -325.4449 0 0 0 +128 1 279.077118 1 0 1 +129 0 -577.2989 0 0 0 +131 0 -297.628 0 0 0 +132 1 767.5199 1 0 1 +133 0 -304.280884 0 0 0 +137 0 -340.473663 0 0 0 +138 0 -290.081421 0 0 0 +141 0 -344.736359 0 0 0 +144 0 -321.1822 0 0 0 +145 0 ? ? ? 0 +147 0 -308.727356 0 0 0 +150 0 -273.3532 0 0 0 +151 1 250.748383 1 0 1 +152 1 882.3025 1 0 1 +154 0 -348.999084 0 0 0 +156 0 -226.734573 0 0 0 +161 0 -276.464 0 0 0 +164 0 ? ? ? 0 +167 1 285.9144 1 0 1 +169 0 -331.036926 0 0 0 +171 0 -301.8907 0 0 0 +173 1 1042.43176 1 0 1 +174 1 616.6189 1 0 1 +176 0 -297.628 0 0 0 +177 1 577.0654 1 0 1 +179 1 184.575348 1 0 1 +180 0 -273.3532 0 0 0 +181 0 -348.999084 0 0 0 +183 1 836.474731 1 0 1 +187 1 544.551636 1 0 1 +188 1 706.8982 1 0 1 +189 0 -180.605072 0 0 0 +191 1 457.5549 1 0 1 +192 0 -308.394043 0 0 0 +196 0 381.436127 1 Infinity 1 +198 0 -348.999084 0 0 0 +199 0 -316.919464 0 0 0 +201 1 692.4863 1 0 1 +202 0 -301.8907 0 0 0 +204 0 -301.8907 0 0 0 +205 1 1030.12451 1 0 1 +206 1 670.0276 1 0 1 +207 0 -273.3532 0 0 0 +209 0 -256.302368 0 0 0 +210 1 1086.94519 1 0 1 +211 1 926.9215 1 0 1 +212 0 -301.8907 0 0 0 +216 0 -325.4449 0 0 0 +218 1 732.287231 1 0 1 +219 0 -235.426453 0 0 0 +223 1 540.331665 1 0 1 +226 1 713.8396 1 0 1 +228 0 -273.3532 0 0 0 +233 1 358.11557 1 0 1 +237 1 456.837 1 0 1 +239 1 453.113373 1 0 1 +240 0 -213.8618 0 0 0 +241 0 -285.978455 0 0 0 +242 0 -297.628 0 0 0 +244 0 -301.8907 0 0 0 +246 1 1046.68347 1 0 1 +247 1 411.396454 1 0 1 +248 0 -225.9096 0 0 0 +249 0 ? ? ? 0 +250 0 -250.288773 0 0 0 +252 0 308.886566 1 Infinity 1 +254 1 734.3662 1 0 1 +257 0 -316.919464 0 0 0 +258 0 -293.365265 0 0 0 +259 0 576.5105 1 Infinity 1 +260 1 534.7615 1 0 1 +262 1 914.1395 1 0 1 +267 1 411.6052 1 0 1 +268 1 735.313965 1 0 1 +269 0 -301.8907 0 0 0 +271 0 -284.839844 0 0 0 +272 1 411.6052 1 0 1 +275 0 ? ? ? 0 +276 0 -316.919464 0 0 0 +277 0 -325.4449 0 0 0 +278 0 -301.8907 0 0 0 +279 1 441.1981 1 0 1 +280 0 -293.365265 0 0 0 +283 1 557.436035 1 0 1 +284 1 445.495453 1 0 1 +285 1 1002.97668 1 0 1 +288 1 49.37442 1 0 1 +290 0 -348.999084 0 0 0 +291 0 -301.8907 0 0 0 +293 1 388.746124 1 0 1 +296 0 137.336334 1 Infinity 1 +297 0 ? ? ? 0 +299 1 224.694427 1 0 1 +300 1 403.8842 1 0 1 +301 0 -301.8907 0 0 0 +303 0 -301.8907 0 0 0 +304 1 267.3765 1 0 1 +308 1 586.430542 1 0 1 +309 0 -65.2367859 4.6561168E-29 0 0 +311 0 -348.999084 0 0 0 +312 1 -96.57431 1.14346E-42 139.32757465802851 0 +314 0 -296.9074 0 0 0 +316 1 469.940155 1 0 1 +317 1 735.3074 1 0 1 +319 0 161.666534 1 Infinity 1 +321 0 ? ? ? 0 +323 1 392.1132 1 0 1 +327 0 -325.4449 0 0 0 +328 1 583.1008 1 0 1 +329 1 461.9288 1 0 1 +331 0 -282.323669 0 0 0 +332 0 -207.620453 0 0 0 +333 1 402.61673 1 0 1 +336 1 428.3727 1 0 1 +338 0 -296.9074 0 0 0 +343 0 -348.999084 0 0 0 +344 1 473.966461 1 0 1 +346 0 -247.073547 0 0 0 +347 0 -295.1844 0 0 0 +348 1 -152.747528 0 Infinity 0 +349 1 235.539154 1 0 1 +350 0 -353.098877 0 0 0 +352 0 38.7601 1 Infinity 1 +353 1 664.0011 1 0 1 +354 0 -325.4449 0 0 0 +355 0 -328.555634 0 0 0 +358 1 589.187744 1 0 1 +360 1 945.797 1 0 1 +361 1 689.6244 1 0 1 +366 1 971.769165 1 0 1 +368 0 -303.8484 0 0 0 +370 0 -166.348969 0 0 0 +371 0 -303.8484 0 0 0 +373 0 -318.96936 0 0 0 +376 0 -325.4449 0 0 0 +377 0 -296.9074 0 0 0 +378 0 -364.5443 0 0 0 +379 0 -121.918854 0 0 0 +381 1 649.8783 1 0 1 +383 0 -344.736359 0 0 0 +384 0 -344.736359 0 0 0 +387 0 -126.532013 0 0 0 +388 0 -308.543579 0 0 0 +389 0 -279.0379 0 0 0 +391 1 947.2278 1 0 1 +392 0 -316.919464 0 0 0 +395 0 -316.919464 0 0 0 +396 0 -293.365265 0 0 0 +398 0 -228.14592 0 0 0 +399 0 -227.713425 0 0 0 +404 0 -281.37616 0 0 0 +406 0 -213.946442 0 0 0 +409 0 -294.344116 0 0 0 +413 0 -262.2645 0 0 0 +414 1 647.402832 1 0 1 +415 0 -58.86972 2.7114727E-26 0 0 +416 1 586.334961 1 0 1 +418 0 -136.295044 0 0 0 +419 0 -278.078857 0 0 0 +422 0 -66.4047546 1.44804308E-29 0 0 +423 0 -263.243347 0 0 0 +428 0 -325.4449 0 0 0 +429 0 -321.1822 0 0 0 +430 0 -160.536346 0 0 0 +434 0 689.0188 1 Infinity 1 +436 1 575.632568 1 0 1 +439 0 -331.948242 0 0 0 +440 1 429.950836 1 0 1 +441 0 -129.198883 0 0 0 +442 0 -279.639679 0 0 0 +449 1 803.209 1 0 1 +450 0 -305.269928 0 0 0 +451 0 -331.948242 0 0 0 +452 0 -361.624329 0 0 0 +453 1 565.5676 1 0 1 +454 0 -221.003891 0 0 0 +455 1 16.8669434 0.99999994 8.5991327994145617E-08 1 +456 1 636.069336 1 0 1 +457 1 643.605957 1 0 1 +464 0 -336.210938 0 0 0 +465 1 674.7405 1 0 1 +466 1 786.8269 1 0 1 +467 1 680.8192 1 0 1 +474 0 -331.948242 0 0 0 +480 0 -303.410767 0 0 0 +482 1 779.418335 1 0 1 +483 1 877.2395 1 0 1 +484 0 -309.372864 0 0 0 +487 1 950.669434 1 0 1 +489 1 25.0498962 1 0 1 +492 0 -284.119263 0 0 0 +493 1 925.2534 1 0 1 +495 0 -288.381958 0 0 0 +497 0 -260.076 0 0 0 +501 0 -312.656738 0 0 0 +502 0 -323.232056 0 0 0 +504 0 -348.999084 0 0 0 +507 0 -213.234024 0 0 0 +510 0 -348.999084 0 0 0 +513 0 -288.381958 0 0 0 +514 1 753.16394 1 0 1 +517 0 -296.9074 0 0 0 +519 1 796.1294 1 0 1 +520 0 -377.53656 0 0 0 +521 0 -364.7484 0 0 0 +522 1 295.430573 1 0 1 +523 1 468.53 1 0 1 +527 0 -289.102539 0 0 0 +528 0 -293.110168 0 0 0 +529 0 -284.119263 0 0 0 +531 0 -213.946442 0 0 0 +532 0 -273.3532 0 0 0 +533 0 -316.919464 0 0 0 +534 0 -321.1822 0 0 0 +535 0 -267.3153 0 0 0 +538 0 -312.656738 0 0 0 +539 0 -304.131348 0 0 0 +540 0 -263.139038 0 0 0 +541 0 -340.473663 0 0 0 +544 0 -286.6068 0 0 0 +546 1 1070.822 1 0 1 +547 0 -316.198883 0 0 0 +548 0 -311.936157 0 0 0 +549 1 547.4772 1 0 1 +557 0 -353.098877 0 0 0 +558 0 -321.1822 0 0 0 +559 0 -308.394043 0 0 0 +560 0 -284.839844 0 0 0 +561 0 -284.839844 0 0 0 +563 0 -316.919464 0 0 0 +565 1 880.279541 1 0 1 +566 0 -270.789917 0 0 0 +569 1 741.5646 1 0 1 +577 0 -325.4449 0 0 0 +578 0 -325.4449 0 0 0 +581 1 788.725342 1 0 1 +582 1 987.2678 1 0 1 +584 0 -413.362335 0 0 0 +586 1 1092.935 1 0 1 +590 1 619.6426 1 0 1 +593 0 -309.372864 0 0 0 +594 1 780.0054 1 0 1 +600 0 -316.919464 0 0 0 +602 0 -312.656738 0 0 0 +604 1 257.947968 1 0 1 +606 0 -346.786255 0 0 0 +607 0 -348.999084 0 0 0 +609 0 -331.948242 0 0 0 +612 1 1115.58069 1 0 1 +613 0 -168.912262 0 0 0 +614 0 -292.6447 0 0 0 +617 0 ? ? ? 0 +618 0 -312.656738 0 0 0 +619 0 -308.394043 0 0 0 +621 0 -16.9270325 4.45331274E-08 6.4247723497274192E-08 0 +622 0 -298.4439 0 0 0 +624 0 -290.4319 0 0 0 +627 0 -163.716278 0 0 0 +629 0 -336.210938 0 0 0 +633 1 386.511383 1 0 1 +634 0 -340.473663 0 0 0 +638 0 -336.210938 0 0 0 +639 0 -353.098877 0 0 0 +641 0 -316.919464 0 0 0 +642 0 -316.919464 0 0 0 +644 0 -344.736359 0 0 0 +645 0 -316.919464 0 0 0 +649 0 -316.919464 0 0 0 +652 0 -295.755432 0 0 0 +653 0 -312.656738 0 0 0 +654 0 -293.365265 0 0 0 +656 0 -308.394043 0 0 0 +657 0 -74.1655 6.170694E-33 0 0 +660 0 -325.4449 0 0 0 +661 0 -289.102539 0 0 0 +665 0 -348.999084 0 0 0 +668 1 338.54245 1 0 1 +670 1 816.579346 1 0 1 +678 0 -348.999084 0 0 0 +679 0 -344.736359 0 0 0 +680 1 1145.09509 1 0 1 +681 1 973.928955 1 0 1 +682 0 -272.201233 0 0 0 +683 0 -348.999084 0 0 0 +685 0 -348.999084 0 0 0 +688 0 -336.210938 0 0 0 +689 0 -331.385742 0 0 0 +691 1 746.666748 1 0 1 +692 0 -340.473663 0 0 0 +693 0 -314.403259 0 0 0 +694 0 -323.7561 0 0 0 +696 1 764.2593 1 0 1 +697 1 660.292847 1 0 1 +698 1 686.3086 1 0 1 +0 0 -655.8492 0 0 0 +1 0 352.081665 1 Infinity 1 +2 0 -559.369 0 0 0 +3 0 1740.692 1 Infinity 1 +4 0 -568.0071 0 0 0 +7 0 -495.549255 0 0 0 +12 1 241.308533 1 0 1 +13 0 -462.888916 0 0 0 +14 1 942.879761 1 0 1 +15 1 16.7926025 0.99999994 8.5991327994145617E-08 1 +16 0 -553.69104 0 0 0 +17 0 -643.0619 0 0 0 +19 0 -668.6365 0 0 0 +22 0 -540.903748 0 0 0 +23 1 ? ? ? 0 +24 0 -604.699951 0 0 0 +26 0 -270.660339 0 0 0 +27 0 -566.478333 0 0 0 +29 0 -182.082336 0 0 0 +30 0 -411.0893 0 0 0 +33 0 -579.959839 0 0 0 +34 0 -418.965759 0 0 0 +36 1 1591.24036 1 0 1 +38 1 1299.09351 1 0 1 +39 1 138.423279 1 0 1 +42 1 1330.60327 1 0 1 +43 1 -316.8308 0 Infinity 0 +47 0 -515.3291 0 0 0 +49 1 1846.61682 1 0 1 +53 1 -274.030884 0 Infinity 0 +55 1 1099.31189 1 0 1 +57 1 -608.207764 0 Infinity 0 +58 1 -331.393982 0 Infinity 0 +59 1 272.160645 1 0 1 +61 0 -444.423584 0 0 0 +62 1 1275.413 1 0 1 +65 1 -452.505157 0 Infinity 0 +67 1 413.8587 1 0 1 +75 0 -419.5843 0 0 0 +78 0 -488.4635 0 0 0 +80 0 -582.7891 0 0 0 +81 0 -516.163635 0 0 0 +83 0 -916.8523 0 0 0 +84 1 897.454834 1 0 1 +85 1 746.3679 1 0 1 +86 1 635.3087 1 0 1 +87 1 1356.636 1 0 1 +89 0 -620.403442 0 0 0 +94 0 -617.487244 0 0 0 +101 1 841.3314 1 0 1 +103 1 -1044.83618 0 Infinity 0 +107 1 1459.13635 1 0 1 +110 0 -263.192627 0 0 0 +114 0 -85.6676 6.237821E-38 0 0 +116 0 -16.92871 4.44584423E-08 6.4139975601338752E-08 0 +118 0 -543.776062 0 0 0 +119 0 -418.940063 0 0 0 +124 1 404.9566 1 0 1 +126 1 567.6304 1 0 1 +127 0 -630.274536 0 0 0 +130 0 -322.602417 0 0 0 +134 0 -670.71814 0 0 0 +135 0 -421.6577 0 0 0 +136 0 -553.69104 0 0 0 +139 0 ? ? ? 0 +140 0 -451.5329 0 0 0 +142 1 488.304077 1 0 1 +143 0 -142.336182 0 0 0 +146 1 204.001709 1 0 1 +148 0 -941.3472 0 0 0 +149 1 752.6864 1 0 1 +153 0 -322.5092 0 0 0 +155 1 1089.5907 1 0 1 +157 0 -617.487244 0 0 0 +158 0 ? ? ? 0 +159 1 1923.48572 1 0 1 +160 1 1494.49268 1 0 1 +162 0 -630.274536 0 0 0 +163 0 -310.772461 0 0 0 +165 0 -490.5134 0 0 0 +166 1 1570.0094 1 0 1 +168 0 -630.274536 0 0 0 +170 0 -451.5329 0 0 0 +172 0 -515.3291 0 0 0 +175 1 1194.696 1 0 1 +178 0 -643.0619 0 0 0 +182 0 -668.6365 0 0 0 +184 1 1070.41382 1 0 1 +185 0 -487.672821 0 0 0 +186 1 1482.41736 1 0 1 +190 1 2258.59229 1 0 1 +193 0 -604.699951 0 0 0 +194 0 -630.274536 0 0 0 +195 0 -643.0619 0 0 0 +197 0 -543.266968 0 0 0 +200 1 1415.38086 1 0 1 +203 0 -655.8492 0 0 0 +208 0 -474.8855 0 0 0 +213 1 2248.66064 1 0 1 +214 1 2270.21729 1 0 1 +215 1 1644.98865 1 0 1 +217 0 -604.699951 0 0 0 +220 0 -567.172546 0 0 0 +221 1 221.423523 1 0 1 +222 1 -65.19977 4.831706E-29 94.063382098168361 0 +224 1 1288.98669 1 0 1 +225 0 -515.3291 0 0 0 +227 1 1841.016 1 0 1 +229 1 1514.76709 1 0 1 +230 1 930.4232 1 0 1 +231 1 1347.14624 1 0 1 +232 0 355.9212 1 Infinity 1 +234 0 50.921814 1 Infinity 1 +235 0 ? ? ? 0 +236 1 1204.75269 1 0 1 +238 1 2421.60547 1 0 1 +243 0 -499.819519 0 0 0 +245 0 -547.41626 0 0 0 +251 1 963.099854 1 0 1 +253 1 1330.60327 1 0 1 +255 1 1480.24841 1 0 1 +256 0 -451.5329 0 0 0 +261 1 1146.0321 1 0 1 +263 1 671.7837 1 0 1 +264 1 168.752563 1 0 1 +265 0 -208.392273 0 0 0 +266 1 1778.74207 1 0 1 +270 1 1587.85461 1 0 1 +273 1 71.00714 1 0 1 +274 0 -548.6316 0 0 0 +281 0 -579.959839 0 0 0 +282 1 1006.20325 1 0 1 +286 1 1933.36267 1 0 1 +287 0 -670.71814 0 0 0 +289 1 1586.00159 1 0 1 +292 1 ? ? ? 0 +294 0 ? ? ? 0 +295 1 906.5238 1 0 1 +298 0 -764.483765 0 0 0 +302 1 1682.4823 1 0 1 +305 1 1757.93713 1 0 1 +306 0 -604.699951 0 0 0 +307 0 -604.699951 0 0 0 +310 0 -657.930847 0 0 0 +313 0 -425.958282 0 0 0 +315 0 ? ? ? 0 +318 0 -994.1432 0 0 0 +320 1 276.6371 1 0 1 +322 0 -630.274536 0 0 0 +324 0 -604.699951 0 0 0 +325 0 -115.250854 0 0 0 +326 1 -15.4488525 1.95275831E-07 22.287983263713926 0 +330 1 698.882446 1 0 1 +334 1 1535.55273 1 0 1 +335 0 -425.958282 0 0 0 +337 0 -604.699951 0 0 0 +339 1 1217.43079 1 0 1 +340 1 493.829285 1 0 1 +341 0 -604.699951 0 0 0 +342 0 -438.745575 0 0 0 +345 0 -425.958282 0 0 0 +351 0 -617.487244 0 0 0 +356 1 -20.4884644 1.26465771E-09 29.558605891348428 0 +357 1 1071.39758 1 0 1 +359 1 718.94104 1 0 1 +362 0 -396.3546 0 0 0 +363 0 412.74823 1 Infinity 1 +364 0 -617.487244 0 0 0 +365 0 -528.1164 0 0 0 +367 1 1990.4491 1 0 1 +369 0 -141.638733 0 0 0 +372 0 -431.753052 0 0 0 +374 0 -418.965759 0 0 0 +375 0 -425.958282 0 0 0 +380 0 -425.958282 0 0 0 +382 0 -248.737259 0 0 0 +385 0 -124.036682 0 0 0 +386 1 986.131958 1 0 1 +390 0 -477.801727 0 0 0 +393 0 -296.14386 0 0 0 +394 0 -131.02417 0 0 0 +397 0 -464.320221 0 0 0 +400 1 1161.06873 1 0 1 +401 0 -451.5329 0 0 0 +402 0 -41.7444458 7.423651E-19 0 0 +403 0 -238.81636 0 0 0 +405 0 -515.3291 0 0 0 +407 0 -515.3291 0 0 0 +408 0 -106.258362 0 0 0 +410 0 -515.3291 0 0 0 +411 0 ? ? ? 0 +412 1 1142.70129 1 0 1 +417 0 -515.3291 0 0 0 +420 0 -151.041809 0 0 0 +421 1 1101.10388 1 0 1 +424 0 -451.5329 0 0 0 +425 1 1700.87561 1 0 1 +426 0 413.440369 1 Infinity 1 +427 1 1406.77747 1 0 1 +431 0 -758.7803 0 0 0 +432 0 -484.8354 0 0 0 +433 0 -114.111145 0 0 0 +435 1 1690.25232 1 0 1 +437 0 -464.320221 0 0 0 +438 0 -145.389465 0 0 0 +443 0 -355.052765 0 0 0 +444 0 -508.655823 0 0 0 +445 0 -438.745575 0 0 0 +446 0 -425.958282 0 0 0 +447 0 -477.1075 0 0 0 +448 0 -296.14386 0 0 0 +458 0 -355.169556 0 0 0 +459 0 -233.231552 0 0 0 +460 0 -402.052734 0 0 0 +461 0 -167.910828 0 0 0 +462 0 -414.840057 0 0 0 +463 0 -382.677246 0 0 0 +468 0 -464.320221 0 0 0 +469 0 -393.3911 0 0 0 +470 0 -411.0893 0 0 0 +471 0 -414.840057 0 0 0 +472 0 -360.0804 0 0 0 +473 0 -464.320221 0 0 0 +475 0 -451.5329 0 0 0 +476 0 -342.382263 0 0 0 +477 0 -464.320221 0 0 0 +478 0 -336.678528 0 0 0 +479 1 1756.92444 1 0 1 +481 0 38.27057 1 Infinity 1 +485 0 -79.2780151 3.71531376E-35 0 0 +486 0 -411.0893 0 0 0 +488 1 1032.3562 1 0 1 +490 0 -425.958282 0 0 0 +491 1 1566.09143 1 0 1 +494 0 -82.80066 1.096808E-36 0 0 +496 0 -296.14386 0 0 0 +498 0 -553.69104 0 0 0 +499 0 -553.69104 0 0 0 +500 0 -668.6365 0 0 0 +503 0 -643.0619 0 0 0 +505 0 -170.674927 0 0 0 +506 1 1927.55066 1 0 1 +508 0 -477.1075 0 0 0 +509 0 -438.745575 0 0 0 +511 0 -566.478333 0 0 0 +512 0 -477.1075 0 0 0 +515 1 1918.674 1 0 1 +516 0 -296.14386 0 0 0 +518 0 -292.0675 0 0 0 +524 0 -540.903748 0 0 0 +525 0 -414.0055 0 0 0 +526 0 -464.320221 0 0 0 +530 1 944.2838 1 0 1 +536 0 -655.8492 0 0 0 +537 0 -533.9112 0 0 0 +542 0 -196.249512 0 0 0 +543 0 -553.69104 0 0 0 +545 0 -566.478333 0 0 0 +550 0 -540.903748 0 0 0 +551 0 -604.699951 0 0 0 +552 0 -338.108063 0 0 0 +553 0 240.828125 1 Infinity 1 +554 0 -451.5329 0 0 0 +555 0 119.926025 1 Infinity 1 +556 0 -136.769531 0 0 0 +562 0 -604.699951 0 0 0 +564 0 -561.418945 0 0 0 +567 0 -411.88 0 0 0 +568 1 595.3965 1 0 1 +570 1 542.097534 1 0 1 +571 1 1942.84119 1 0 1 +572 0 -540.903748 0 0 0 +573 0 -515.3291 0 0 0 +574 1 1153.97986 1 0 1 +575 0 -533.9112 0 0 0 +576 0 -566.478333 0 0 0 +579 0 -604.699951 0 0 0 +580 0 -444.540344 0 0 0 +583 0 -451.5329 0 0 0 +585 0 -425.958282 0 0 0 +587 0 -484.8354 0 0 0 +588 1 962.9718 1 0 1 +589 0 -477.1075 0 0 0 +591 1 1292.74573 1 0 1 +592 1 495.960083 1 0 1 +595 0 -566.478333 0 0 0 +596 0 -431.753052 0 0 0 +597 0 -411.9732 0 0 0 +598 0 -540.903748 0 0 0 +599 0 158.94989 1 Infinity 1 +601 0 -385.514648 0 0 0 +603 1 666.1229 1 0 1 +605 1 1270.68359 1 0 1 +608 1 1017.23816 1 0 1 +610 1 401.6477 1 0 1 +611 1 1604.37976 1 0 1 +615 0 -309.815125 0 0 0 +616 0 -540.903748 0 0 0 +620 0 -540.903748 0 0 0 +623 0 -425.958282 0 0 0 +625 0 -124.754822 0 0 0 +626 1 592.056641 1 0 1 +628 0 -438.745575 0 0 0 +630 0 -105.589905 0 0 0 +631 0 -566.478333 0 0 0 +632 0 -425.958282 0 0 0 +635 0 -85.71893 5.92570949E-38 0 0 +636 1 933.857666 1 0 1 +637 0 98.512146 1 Infinity 1 +640 0 -389.265442 0 0 0 +643 0 -425.958282 0 0 0 +646 0 -163.591309 0 0 0 +647 0 -350.9035 0 0 0 +648 1 893.8303 1 0 1 +650 0 -331.1034 0 0 0 +651 0 -299.845337 0 0 0 +655 0 -540.903748 0 0 0 +658 1 1548.14819 1 0 1 +659 0 -425.958282 0 0 0 +662 0 -271.4532 0 0 0 +663 0 -271.4532 0 0 0 +664 0 -465.848938 0 0 0 +666 0 -209.540985 0 0 0 +667 0 -630.274536 0 0 0 +669 1 2239.627 1 0 1 +671 0 -452.318176 0 0 0 +672 0 -617.487244 0 0 0 +673 0 -204.125977 0 0 0 +674 0 -515.3291 0 0 0 +675 0 -98.50629 1.653532E-43 0 0 +676 0 -393.3911 0 0 0 +677 0 -477.1075 0 0 0 +684 0 -425.958282 0 0 0 +686 0 -425.958282 0 0 0 +687 0 -377.6178 0 0 0 +690 0 -350.9035 0 0 0 +695 0 -438.745575 0 0 0 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows64-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows64-out.txt new file mode 100644 index 0000000000..50fffa4cfe --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows64-out.txt @@ -0,0 +1,69 @@ +maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -467.9297, Weights: [5.415065,76.39395,22.351555,-11.988394,-28.264456,44.58415,22.720116,11.132539,2.851256] +Not training a calibrator because it is not needed. +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -484.28625, Weights: [-12.787148,140.42905,121.938194,37.527378,-129.81407,70.90587,-89.37068,81.64309,-32.32781] +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 130 | 4 | 0.9701 + negative || 8 | 212 | 0.9636 + ||====================== +Precision || 0.9420 | 0.9815 | +OVERALL 0/1 ACCURACY: 0.966102 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.990706 +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3191 (105.0/(105.0+224.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 96 | 9 | 0.9143 + negative || 11 | 213 | 0.9509 + ||====================== +Precision || 0.8972 | 0.9595 | +OVERALL 0/1 ACCURACY: 0.939210 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.963435 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.977070 (0.0136) +Accuracy: 0.952656 (0.0134) +Positive precision: 0.919613 (0.0224) +Positive recall: 0.942217 (0.0279) +Negative precision: 0.970470 (0.0110) +Negative recall: 0.957265 (0.0064) +Log-loss: Infinity (NaN) +Log-loss reduction: -Infinity (NaN) +F1 Score: 0.930771 (0.0251) +AUPRC: 0.964018 (0.0164) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + +--- Progress log --- +[1] 'Preprocessing' started. +[1] 'Preprocessing' finished in %Time%. +[2] 'Training' started. +[2] 'Training' finished in %Time%. +[3] 'Preprocessing #2' started. +[3] 'Preprocessing #2' finished in %Time%. +[4] 'Training #2' started. +[4] 'Training #2' finished in %Time%. diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows64-rp.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows64-rp.txt new file mode 100644 index 0000000000..324536d66f --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows64-rp.txt @@ -0,0 +1,4 @@ +SymSGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.97707 0.952656 0.919613 0.942217 0.97047 0.957265 Infinity -Infinity 0.930771 0.964018 1 SymSGD %Data% %Output% 99 0 0 maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 /nt:1 + diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows64.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows64.txt new file mode 100644 index 0000000000..579a151e5e --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.windows64.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 1000.18896 1 -0 1 +6 0 95.69922 1 Infinity 1 +8 0 -334.17828 0 -0 0 +9 0 -235.6391 0 -0 0 +10 0 -277.29367 0 -0 0 +11 0 -322.8632 0 -0 0 +18 1 646.0084 1 -0 1 +20 1 198.03174 1 -0 1 +21 1 459.703 1 -0 1 +25 1 124.40155 1 -0 1 +28 0 -322.8632 0 -0 0 +31 0 -300.14307 0 -0 0 +32 1 450.4041 1 -0 1 +35 0 -322.8632 0 -0 0 +37 0 -82.94394 9.503967E-37 -0 0 +40 0 ? ? ? 0 +41 1 193.508 1 -0 1 +44 1 640.12854 1 -0 1 +45 0 -325.427 0 -0 0 +46 1 662.572 1 -0 1 +48 0 -313.28973 0 -0 0 +50 1 277.65234 1 -0 1 +51 1 44.777954 1 -0 1 +52 1 271.5711 1 -0 1 +54 1 311.60028 1 -0 1 +56 1 904.77344 1 -0 1 +60 1 94.159485 1 -0 1 +63 1 -9.789185 5.6051445E-05 14.122888897433951 0 +64 0 -328.27826 0 -0 0 +66 0 -289.31293 0 -0 0 +68 1 540.3833 1 -0 1 +69 0 -294.4256 0 -0 0 +70 0 -261.91486 0 -0 0 +71 1 360.4336 1 -0 1 +72 0 -18.042511 1.45961065E-08 2.105773068336081E-08 0 +73 1 337.3023 1 -0 1 +74 1 314.52484 1 -0 1 +76 0 -261.22357 0 -0 0 +77 0 -165.81848 0 -0 0 +79 0 -351.12762 0 -0 0 +82 0 -207.5039 0 -0 0 +88 0 -289.31293 0 -0 0 +90 0 -305.55814 0 -0 0 +91 0 -352.15662 0 -0 0 +92 0 -289.31293 0 -0 0 +93 0 -328.27826 0 -0 0 +95 0 -305.55814 0 -0 0 +96 0 -357.5717 0 -0 0 +97 0 -283.8979 0 -0 0 +98 1 375.36285 1 -0 1 +99 1 541.32886 1 -0 1 +100 1 40.636627 1 -0 1 +102 0 -266.96136 0 -0 0 +104 1 509.36304 1 -0 1 +105 1 -0.046447754 0.48839015 1.0338939978132953 0 +106 1 971.9457 1 -0 1 +108 0 -306.01318 0 -0 0 +109 1 561.1018 1 -0 1 +111 1 429.27478 1 -0 1 +112 1 352.8783 1 -0 1 +113 1 807.48425 1 -0 1 +115 0 -172.66177 0 -0 0 +117 1 497.87134 1 -0 1 +120 0 -295.19498 0 -0 0 +121 0 -168.33484 0 -0 0 +122 1 868.4481 1 -0 1 +123 1 257.67218 1 -0 1 +125 0 -328.27826 0 -0 0 +128 1 268.11395 1 -0 1 +129 0 -577.114 0 -0 0 +131 0 -300.14307 0 -0 0 +132 1 745.2489 1 -0 1 +133 0 -306.31558 0 -0 0 +137 0 -340.16824 0 -0 0 +138 0 -289.6815 0 -0 0 +141 0 -345.5833 0 -0 0 +144 0 -322.8632 0 -0 0 +145 0 ? ? ? 0 +147 0 -311.95856 0 -0 0 +150 0 -277.29367 0 -0 0 +151 1 243.12079 1 -0 1 +152 1 862.84314 1 -0 1 +154 0 -350.99835 0 -0 0 +156 0 -229.53273 0 -0 0 +161 0 -278.1804 0 -0 0 +164 0 ? ? ? 0 +167 1 283.80707 1 -0 1 +169 0 -334.7223 0 -0 0 +171 0 -305.55814 0 -0 0 +173 1 1010.343 1 -0 1 +174 1 608.9114 1 -0 1 +176 0 -300.14307 0 -0 0 +177 1 562.58374 1 -0 1 +179 1 177.81592 1 -0 1 +180 0 -277.29367 0 -0 0 +181 0 -350.99835 0 -0 0 +183 1 808.67395 1 -0 1 +187 1 524.15204 1 -0 1 +188 1 673.82825 1 -0 1 +189 0 -184.46106 0 -0 0 +191 1 429.5337 1 -0 1 +192 0 -306.61798 0 -0 0 +196 0 363.26575 1 Infinity 1 +198 0 -350.99835 0 -0 0 +199 0 -317.44812 0 -0 0 +201 1 687.1731 1 -0 1 +202 0 -305.55814 0 -0 0 +204 0 -305.55814 0 -0 0 +205 1 999.5824 1 -0 1 +206 1 667.10315 1 -0 1 +207 0 -277.29367 0 -0 0 +209 0 -255.63342 0 -0 0 +210 1 1057.6752 1 -0 1 +211 1 905.67065 1 -0 1 +212 0 -305.55814 0 -0 0 +216 0 -328.27826 0 -0 0 +218 1 708.5812 1 -0 1 +219 0 -233.7797 0 -0 0 +223 1 528.3918 1 -0 1 +226 1 694.28674 1 -0 1 +228 0 -277.29367 0 -0 0 +233 1 352.99603 1 -0 1 +237 1 444.02045 1 -0 1 +239 1 448.62347 1 -0 1 +240 0 -219.04243 0 -0 0 +241 0 -290.44034 0 -0 0 +242 0 -300.14307 0 -0 0 +244 0 -305.55814 0 -0 0 +246 1 1022.41016 1 -0 1 +247 1 407.52216 1 -0 1 +248 0 -233.65024 0 -0 0 +249 0 ? ? ? 0 +250 0 -252.25284 0 -0 0 +252 0 294.28015 1 Infinity 1 +254 1 734.71045 1 -0 1 +257 0 -317.44812 0 -0 0 +258 0 -294.728 0 -0 0 +259 0 569.26843 1 Infinity 1 +260 1 521.4543 1 -0 1 +262 1 895.22437 1 -0 1 +267 1 399.35114 1 -0 1 +268 1 728.2501 1 -0 1 +269 0 -305.55814 0 -0 0 +271 0 -283.8979 0 -0 0 +272 1 399.35114 1 -0 1 +275 0 ? ? ? 0 +276 0 -317.44812 0 -0 0 +277 0 -328.27826 0 -0 0 +278 0 -305.55814 0 -0 0 +279 1 440.3501 1 -0 1 +280 0 -294.728 0 -0 0 +283 1 553.0797 1 -0 1 +284 1 419.6612 1 -0 1 +285 1 976.37036 1 -0 1 +288 1 33.66107 1 -0 1 +290 0 -350.99835 0 -0 0 +291 0 -305.55814 0 -0 0 +293 1 380.27435 1 -0 1 +296 0 123.290955 1 Infinity 1 +297 0 ? ? ? 0 +299 1 205.42737 1 -0 1 +300 1 383.03638 1 -0 1 +301 0 -305.55814 0 -0 0 +303 0 -305.55814 0 -0 0 +304 1 251.54071 1 -0 1 +308 1 568.57886 1 -0 1 +309 0 -70.95117 1.5356689E-31 -0 0 +311 0 -350.99835 0 -0 0 +312 1 -108.10928 0 Infinity 0 +314 0 -300.0138 0 -0 0 +316 1 460.54492 1 -0 1 +317 1 708.15735 1 -0 1 +319 0 149.38269 1 Infinity 1 +321 0 ? ? ? 0 +323 1 373.12372 1 -0 1 +327 0 -328.27826 0 -0 0 +328 1 573.495 1 -0 1 +329 1 455.49628 1 -0 1 +331 0 -281.04663 0 -0 0 +332 0 -208.72833 0 -0 0 +333 1 386.81348 1 -0 1 +336 1 410.70642 1 -0 1 +338 0 -300.0138 0 -0 0 +343 0 -350.99835 0 -0 0 +344 1 453.7331 1 -0 1 +346 0 -248.58038 0 -0 0 +347 0 -300.46884 0 -0 0 +348 1 -168.91534 0 Infinity 0 +349 1 214.19824 1 -0 1 +350 0 -353.31488 0 -0 0 +352 0 26.112091 1 Infinity 1 +353 1 631.7584 1 -0 1 +354 0 -328.27826 0 -0 0 +355 0 -329.16498 0 -0 0 +358 1 578.1035 1 -0 1 +360 1 916.92786 1 -0 1 +361 1 671.8187 1 -0 1 +366 1 942.1826 1 -0 1 +368 0 -306.29526 0 -0 0 +370 0 -165.15805 0 -0 0 +371 0 -306.29526 0 -0 0 +373 0 -318.60638 0 -0 0 +376 0 -328.27826 0 -0 0 +377 0 -300.0138 0 -0 0 +378 0 -370.54523 0 -0 0 +379 0 -120.58426 0 -0 0 +381 1 631.9988 1 -0 1 +383 0 -345.5833 0 -0 0 +384 0 -345.5833 0 -0 0 +387 0 -126.65973 0 -0 0 +388 0 -311.73065 0 -0 0 +389 0 -279.16577 0 -0 0 +391 1 929.0128 1 -0 1 +392 0 -317.44812 0 -0 0 +395 0 -317.44812 0 -0 0 +396 0 -294.728 0 -0 0 +398 0 -229.92163 0 -0 0 +399 0 -229.9013 0 -0 0 +404 0 -287.44864 0 -0 0 +406 0 -213.28754 0 -0 0 +409 0 -295.09656 0 -0 0 +413 0 -261.5463 0 -0 0 +414 1 634.5084 1 -0 1 +415 0 -74.09653 6.611304E-33 -0 0 +416 1 576.37305 1 -0 1 +418 0 -138.57285 0 -0 0 +419 0 -277.58878 0 -0 0 +422 0 -69.556854 6.1921577E-31 -0 0 +423 0 -261.91486 0 -0 0 +428 0 -328.27826 0 -0 0 +429 0 -322.8632 0 -0 0 +430 0 -164.35779 0 -0 0 +434 0 679.9729 1 Infinity 1 +436 1 574.03687 1 -0 1 +439 0 -329.3381 0 -0 0 +440 1 412.9361 1 -0 1 +441 0 -132.80533 0 -0 0 +442 0 -285.80685 0 -0 0 +449 1 771.3524 1 -0 1 +450 0 -307.74536 0 -0 0 +451 0 -329.3381 0 -0 0 +452 0 -364.14502 0 -0 0 +453 1 535.7859 1 -0 1 +454 0 -221.05984 0 -0 0 +455 1 22.25473 1 -0 1 +456 1 616.3618 1 -0 1 +457 1 621.3196 1 -0 1 +464 0 -334.75317 0 -0 0 +465 1 656.32996 1 -0 1 +466 1 772.76086 1 -0 1 +467 1 661.41406 1 -0 1 +474 0 -329.3381 0 -0 0 +480 0 -301.07364 0 -0 0 +482 1 755.6925 1 -0 1 +483 1 852.1959 1 -0 1 +484 0 -306.98654 0 -0 0 +487 1 937.19666 1 -0 1 +489 1 24.864746 1 -0 1 +492 0 -283.76862 0 -0 0 +493 1 900.6575 1 -0 1 +495 0 -289.18365 0 -0 0 +497 0 -258.35922 0 -0 0 +501 0 -312.03305 0 -0 0 +502 0 -324.02142 0 -0 0 +504 0 -350.99835 0 -0 0 +507 0 -217.24591 0 -0 0 +510 0 -350.99835 0 -0 0 +513 0 -289.18365 0 -0 0 +514 1 719.33826 1 -0 1 +517 0 -300.0138 0 -0 0 +519 1 782.5841 1 -0 1 +520 0 -379.26282 0 -0 0 +521 0 -363.0176 0 -0 0 +522 1 289.01807 1 -0 1 +523 1 448.80408 1 -0 1 +527 0 -289.31293 0 -0 0 +528 0 -291.20834 0 -0 0 +529 0 -283.76862 0 -0 0 +531 0 -213.28754 0 -0 0 +532 0 -277.29367 0 -0 0 +533 0 -317.44812 0 -0 0 +534 0 -322.8632 0 -0 0 +535 0 -272.8434 0 -0 0 +538 0 -312.03305 0 -0 0 +539 0 -301.2029 0 -0 0 +540 0 -262.03384 0 -0 0 +541 0 -340.16824 0 -0 0 +544 0 -290.14847 0 -0 0 +546 1 1038.1329 1 -0 1 +547 0 -317.31885 0 -0 0 +548 0 -311.90378 0 -0 0 +549 1 527.9298 1 -0 1 +557 0 -353.31488 0 -0 0 +558 0 -322.8632 0 -0 0 +559 0 -306.61798 0 -0 0 +560 0 -283.8979 0 -0 0 +561 0 -283.8979 0 -0 0 +563 0 -317.44812 0 -0 0 +565 1 843.4319 1 -0 1 +566 0 -272.37643 0 -0 0 +569 1 725.8729 1 -0 1 +577 0 -328.27826 0 -0 0 +578 0 -328.27826 0 -0 0 +581 1 767.5625 1 -0 1 +582 1 963.59705 1 -0 1 +584 0 -417.54453 0 -0 0 +586 1 1060.5945 1 -0 1 +590 1 609.25183 1 -0 1 +593 0 -306.98654 0 -0 0 +594 1 768.8346 1 -0 1 +600 0 -317.44812 0 -0 0 +602 0 -312.03305 0 -0 0 +604 1 240.23865 1 -0 1 +606 0 -346.74155 0 -0 0 +607 0 -350.99835 0 -0 0 +609 0 -329.3381 0 -0 0 +612 1 1086.2559 1 -0 1 +613 0 -170.07529 0 -0 0 +614 0 -294.59872 0 -0 0 +617 0 ? ? ? 0 +618 0 -312.03305 0 -0 0 +619 0 -306.61798 0 -0 0 +621 0 -20.488556 1.2645419E-09 1.8243483518208995E-09 0 +622 0 -297.4131 0 -0 0 +624 0 -290.34192 0 -0 0 +627 0 -167.2467 0 -0 0 +629 0 -334.75317 0 -0 0 +633 1 371.80853 1 -0 1 +634 0 -340.16824 0 -0 0 +638 0 -334.75317 0 -0 0 +639 0 -353.31488 0 -0 0 +641 0 -317.44812 0 -0 0 +642 0 -317.44812 0 -0 0 +644 0 -345.5833 0 -0 0 +645 0 -317.44812 0 -0 0 +649 0 -317.44812 0 -0 0 +652 0 -295.48544 0 -0 0 +653 0 -312.03305 0 -0 0 +654 0 -294.728 0 -0 0 +656 0 -306.61798 0 -0 0 +657 0 -79.23386 3.8830545E-35 -0 0 +660 0 -328.27826 0 -0 0 +661 0 -289.31293 0 -0 0 +665 0 -350.99835 0 -0 0 +668 1 325.23853 1 -0 1 +670 1 794.5818 1 -0 1 +678 0 -350.99835 0 -0 0 +679 0 -345.5833 0 -0 0 +680 1 1116.7966 1 -0 1 +681 1 948.4501 1 -0 1 +682 0 -272.76532 0 -0 0 +683 0 -350.99835 0 -0 0 +685 0 -350.99835 0 -0 0 +688 0 -334.75317 0 -0 0 +689 0 -331.03958 0 -0 0 +691 1 734.78357 1 -0 1 +692 0 -340.16824 0 -0 0 +693 0 -314.59686 0 -0 0 +694 0 -323.84854 0 -0 0 +696 1 745.32556 1 -0 1 +697 1 641.42883 1 -0 1 +698 1 668.1981 1 -0 1 +0 0 -655.84644 0 -0 0 +1 0 352.09033 1 Infinity 1 +2 0 -559.3663 0 -0 0 +3 0 1740.6993 1 Infinity 1 +4 0 -568.0045 0 -0 0 +7 0 -495.54678 0 -0 0 +12 1 241.31317 1 -0 1 +13 0 -462.88608 0 -0 0 +14 1 942.8898 1 -0 1 +15 1 16.798767 0.99999994 8.5991327994145617E-08 1 +16 0 -553.6886 0 -0 0 +17 0 -643.05927 0 -0 0 +19 0 -668.6336 0 -0 0 +22 0 -540.9014 0 -0 0 +23 1 ? ? ? 0 +24 0 -604.6978 0 -0 0 +26 0 -270.65833 0 -0 0 +27 0 -566.47577 0 -0 0 +29 0 -182.08008 0 -0 0 +30 0 -411.08737 0 -0 0 +33 0 -579.95764 0 -0 0 +34 0 -418.96326 0 -0 0 +36 1 1591.2496 1 -0 1 +38 1 1299.1012 1 -0 1 +39 1 138.43091 1 -0 1 +42 1 1330.6154 1 -0 1 +43 1 -316.82397 0 Infinity 0 +47 0 -515.32715 0 -0 0 +49 1 1846.6261 1 -0 1 +53 1 -274.02075 0 Infinity 0 +55 1 1099.3197 1 -0 1 +57 1 -608.2019 0 Infinity 0 +58 1 -331.38568 0 Infinity 0 +59 1 272.16595 1 -0 1 +61 0 -444.42126 0 -0 0 +62 1 1275.4248 1 -0 1 +65 1 -452.4998 0 Infinity 0 +67 1 413.8687 1 -0 1 +75 0 -419.58136 0 -0 0 +78 0 -488.4604 0 -0 0 +80 0 -582.7864 0 -0 0 +81 0 -516.1612 0 -0 0 +83 0 -916.849 0 -0 0 +84 1 897.4657 1 -0 1 +85 1 746.3778 1 -0 1 +86 1 635.3164 1 -0 1 +87 1 1356.6456 1 -0 1 +89 0 -620.401 0 -0 0 +94 0 -617.485 0 -0 0 +101 1 841.3364 1 -0 1 +103 1 -1044.8297 0 Infinity 0 +107 1 1459.1467 1 -0 1 +110 0 -263.18948 0 -0 0 +114 0 -85.66409 6.2597516E-38 -0 0 +116 0 -16.924377 4.465152E-08 6.4418530206074267E-08 0 +118 0 -543.7728 0 -0 0 +119 0 -418.93723 0 -0 0 +124 1 404.9671 1 -0 1 +126 1 567.63916 1 -0 1 +127 0 -630.27216 0 -0 0 +130 0 -322.59937 0 -0 0 +134 0 -670.7155 0 -0 0 +135 0 -421.65442 0 -0 0 +136 0 -553.6886 0 -0 0 +139 0 ? ? ? 0 +140 0 -451.53076 0 -0 0 +142 1 488.3114 1 -0 1 +143 0 -142.33298 0 -0 0 +146 1 204.00928 1 -0 1 +148 0 -941.34143 0 -0 0 +149 1 752.6991 1 -0 1 +153 0 -322.50616 0 -0 0 +155 1 1089.5983 1 -0 1 +157 0 -617.485 0 -0 0 +158 0 ? ? ? 0 +159 1 1923.4987 1 -0 1 +160 1 1494.5034 1 -0 1 +162 0 -630.27216 0 -0 0 +163 0 -310.77008 0 -0 0 +165 0 -490.5103 0 -0 0 +166 1 1570.0204 1 -0 1 +168 0 -630.27216 0 -0 0 +170 0 -451.53076 0 -0 0 +172 0 -515.32715 0 -0 0 +175 1 1194.7078 1 -0 1 +178 0 -643.05927 0 -0 0 +182 0 -668.6336 0 -0 0 +184 1 1070.4229 1 -0 1 +185 0 -487.67093 0 -0 0 +186 1 1482.4265 1 -0 1 +190 1 2258.6045 1 -0 1 +193 0 -604.6978 0 -0 0 +194 0 -630.27216 0 -0 0 +195 0 -643.05927 0 -0 0 +197 0 -543.2643 0 -0 0 +200 1 1415.3917 1 -0 1 +203 0 -655.84644 0 -0 0 +208 0 -474.88376 0 -0 0 +213 1 2248.6738 1 -0 1 +214 1 2270.229 1 -0 1 +215 1 1644.9982 1 -0 1 +217 0 -604.6978 0 -0 0 +220 0 -567.1705 0 -0 0 +221 1 221.4364 1 -0 1 +222 1 -65.19629 4.848545E-29 94.058362912090217 0 +224 1 1288.9968 1 -0 1 +225 0 -515.32715 0 -0 0 +227 1 1841.0248 1 -0 1 +229 1 1514.7817 1 -0 1 +230 1 930.43164 1 -0 1 +231 1 1347.1567 1 -0 1 +232 0 355.9264 1 Infinity 1 +234 0 50.925537 1 Infinity 1 +235 0 ? ? ? 0 +236 1 1204.765 1 -0 1 +238 1 2421.6172 1 -0 1 +243 0 -499.81567 0 -0 0 +245 0 -547.4132 0 -0 0 +251 1 963.10803 1 -0 1 +253 1 1330.6154 1 -0 1 +255 1 1480.2573 1 -0 1 +256 0 -451.53076 0 -0 0 +261 1 1146.0455 1 -0 1 +263 1 671.7936 1 -0 1 +264 1 168.76111 1 -0 1 +265 0 -208.38873 0 -0 0 +266 1 1778.7518 1 -0 1 +270 1 1587.8641 1 -0 1 +273 1 71.012634 1 -0 1 +274 0 -548.629 0 -0 0 +281 0 -579.95764 0 -0 0 +282 1 1006.21094 1 -0 1 +286 1 1933.3766 1 -0 1 +287 0 -670.7155 0 -0 0 +289 1 1586.0116 1 -0 1 +292 1 ? ? ? 0 +294 0 ? ? ? 0 +295 1 906.5338 1 -0 1 +298 0 -764.4797 0 -0 0 +302 1 1682.4965 1 -0 1 +305 1 1757.9469 1 -0 1 +306 0 -604.6978 0 -0 0 +307 0 -604.6978 0 -0 0 +310 0 -657.92834 0 -0 0 +313 0 -425.95645 0 -0 0 +315 0 ? ? ? 0 +318 0 -994.14 0 -0 0 +320 1 276.6463 1 -0 1 +322 0 -630.27216 0 -0 0 +324 0 -604.6978 0 -0 0 +325 0 -115.24802 0 -0 0 +326 1 -15.441376 1.9674135E-07 22.277196428710983 0 +330 1 698.8906 1 -0 1 +334 1 1535.5615 1 -0 1 +335 0 -425.95645 0 -0 0 +337 0 -604.6978 0 -0 0 +339 1 1217.439 1 -0 1 +340 1 493.8379 1 -0 1 +341 0 -604.6978 0 -0 0 +342 0 -438.74362 0 -0 0 +345 0 -425.95645 0 -0 0 +351 0 -617.485 0 -0 0 +356 1 -20.483673 1.2707315E-09 29.551693603869104 0 +357 1 1071.4106 1 -0 1 +359 1 718.9487 1 -0 1 +362 0 -396.3506 0 -0 0 +363 0 412.75226 1 Infinity 1 +364 0 -617.485 0 -0 0 +365 0 -528.1143 0 -0 0 +367 1 1990.4598 1 -0 1 +369 0 -141.63666 0 -0 0 +372 0 -431.75037 0 -0 0 +374 0 -418.96326 0 -0 0 +375 0 -425.95645 0 -0 0 +380 0 -425.95645 0 -0 0 +382 0 -248.73442 0 -0 0 +385 0 -124.03366 0 -0 0 +386 1 986.1404 1 -0 1 +390 0 -477.79974 0 -0 0 +393 0 -296.1424 0 -0 0 +394 0 -131.02173 0 -0 0 +397 0 -464.3179 0 -0 0 +400 1 1161.0789 1 -0 1 +401 0 -451.53076 0 -0 0 +402 0 -41.74121 7.447704E-19 -0 0 +403 0 -238.81316 0 -0 0 +405 0 -515.32715 0 -0 0 +407 0 -515.32715 0 -0 0 +408 0 -106.25546 0 -0 0 +410 0 -515.32715 0 -0 0 +411 0 ? ? ? 0 +412 1 1142.7122 1 -0 1 +417 0 -515.32715 0 -0 0 +420 0 -151.03836 0 -0 0 +421 1 1101.1173 1 -0 1 +424 0 -451.53076 0 -0 0 +425 1 1700.8898 1 -0 1 +426 0 413.44397 1 Infinity 1 +427 1 1406.7855 1 -0 1 +431 0 -758.77673 0 -0 0 +432 0 -484.83267 0 -0 0 +433 0 -114.108734 0 -0 0 +435 1 1690.2623 1 -0 1 +437 0 -464.3179 0 -0 0 +438 0 -145.38675 0 -0 0 +443 0 -355.0506 0 -0 0 +444 0 -508.6529 0 -0 0 +445 0 -438.74362 0 -0 0 +446 0 -425.95645 0 -0 0 +447 0 -477.10507 0 -0 0 +448 0 -296.1424 0 -0 0 +458 0 -355.16687 0 -0 0 +459 0 -233.22868 0 -0 0 +460 0 -402.05032 0 -0 0 +461 0 -167.90726 0 -0 0 +462 0 -414.83743 0 -0 0 +463 0 -382.6748 0 -0 0 +468 0 -464.3179 0 -0 0 +469 0 -393.38898 0 -0 0 +470 0 -411.08737 0 -0 0 +471 0 -414.83743 0 -0 0 +472 0 -360.07812 0 -0 0 +473 0 -464.3179 0 -0 0 +475 0 -451.53076 0 -0 0 +476 0 -342.3797 0 -0 0 +477 0 -464.3179 0 -0 0 +478 0 -336.67603 0 -0 0 +479 1 1756.9337 1 -0 1 +481 0 38.273315 1 Infinity 1 +485 0 -79.27591 3.7231453E-35 -0 0 +486 0 -411.08737 0 -0 0 +488 1 1032.3611 1 -0 1 +490 0 -425.95645 0 -0 0 +491 1 1566.1007 1 -0 1 +494 0 -82.79584 1.1021094E-36 -0 0 +496 0 -296.1424 0 -0 0 +498 0 -553.6886 0 -0 0 +499 0 -553.6886 0 -0 0 +500 0 -668.6336 0 -0 0 +503 0 -643.05927 0 -0 0 +505 0 -170.67264 0 -0 0 +506 1 1927.5609 1 -0 1 +508 0 -477.10507 0 -0 0 +509 0 -438.74362 0 -0 0 +511 0 -566.47577 0 -0 0 +512 0 -477.10507 0 -0 0 +515 1 1918.6837 1 -0 1 +516 0 -296.1424 0 -0 0 +518 0 -292.0652 0 -0 0 +524 0 -540.9014 0 -0 0 +525 0 -414.0034 0 -0 0 +526 0 -464.3179 0 -0 0 +530 1 944.2932 1 -0 1 +536 0 -655.84644 0 -0 0 +537 0 -533.90826 0 -0 0 +542 0 -196.24695 0 -0 0 +543 0 -553.6886 0 -0 0 +545 0 -566.47577 0 -0 0 +550 0 -540.9014 0 -0 0 +551 0 -604.6978 0 -0 0 +552 0 -338.1051 0 -0 0 +553 0 240.8324 1 Infinity 1 +554 0 -451.53076 0 -0 0 +555 0 119.92975 1 Infinity 1 +556 0 -136.76703 0 -0 0 +562 0 -604.6978 0 -0 0 +564 0 -561.4162 0 -0 0 +567 0 -411.87683 0 -0 0 +568 1 595.40564 1 -0 1 +570 1 542.1084 1 -0 1 +571 1 1942.8527 1 -0 1 +572 0 -540.9014 0 -0 0 +573 0 -515.32715 0 -0 0 +574 1 1153.9878 1 -0 1 +575 0 -533.90826 0 -0 0 +576 0 -566.47577 0 -0 0 +579 0 -604.6978 0 -0 0 +580 0 -444.53754 0 -0 0 +583 0 -451.53076 0 -0 0 +585 0 -425.95645 0 -0 0 +587 0 -484.83267 0 -0 0 +588 1 962.9795 1 -0 1 +589 0 -477.10507 0 -0 0 +591 1 1292.7548 1 -0 1 +592 1 495.96814 1 -0 1 +595 0 -566.47577 0 -0 0 +596 0 -431.75037 0 -0 0 +597 0 -411.97006 0 -0 0 +598 0 -540.9014 0 -0 0 +599 0 158.95264 1 Infinity 1 +601 0 -385.51306 0 -0 0 +603 1 666.12964 1 -0 1 +605 1 1270.6947 1 -0 1 +608 1 1017.25073 1 -0 1 +610 1 401.65594 1 -0 1 +611 1 1604.3878 1 -0 1 +615 0 -309.8122 0 -0 0 +616 0 -540.9014 0 -0 0 +620 0 -540.9014 0 -0 0 +623 0 -425.95645 0 -0 0 +625 0 -124.750824 0 -0 0 +626 1 592.06555 1 -0 1 +628 0 -438.74362 0 -0 0 +630 0 -105.58676 0 -0 0 +631 0 -566.47577 0 -0 0 +632 0 -425.95645 0 -0 0 +635 0 -85.716156 5.942189E-38 -0 0 +636 1 933.8672 1 -0 1 +637 0 98.515686 1 Infinity 1 +640 0 -389.26315 0 -0 0 +643 0 -425.95645 0 -0 0 +646 0 -163.5892 0 -0 0 +647 0 -350.90167 0 -0 0 +648 1 893.8413 1 -0 1 +650 0 -331.09985 0 -0 0 +651 0 -299.84332 0 -0 0 +655 0 -540.9014 0 -0 0 +658 1 1548.1581 1 -0 1 +659 0 -425.95645 0 -0 0 +662 0 -271.45074 0 -0 0 +663 0 -271.45074 0 -0 0 +664 0 -465.84665 0 -0 0 +666 0 -209.53821 0 -0 0 +667 0 -630.27216 0 -0 0 +669 1 2239.6367 1 -0 1 +671 0 -452.3157 0 -0 0 +672 0 -617.485 0 -0 0 +673 0 -204.1228 0 -0 0 +674 0 -515.32715 0 -0 0 +675 0 -98.50333 1.67E-43 -0 0 +676 0 -393.38898 0 -0 0 +677 0 -477.10507 0 -0 0 +684 0 -425.95645 0 -0 0 +686 0 -425.95645 0 -0 0 +687 0 -377.61526 0 -0 0 +690 0 -350.90167 0 -0 0 +695 0 -438.74362 0 -0 0 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-out.txt index 8ad9d5e8c1..3f95d64019 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-out.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-out.txt @@ -2,7 +2,7 @@ maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% Not adding a normalizer. Data fully loaded into memory. Initial learning rate is tuned to 100.000000 -Bias: -473.8277, Weights: [1.857652,52.92448,9.490602,14.59393,-17.65715,10.12633,-8.042431,1.963498,26.75315] +Bias: -448.1, Weights: [-0.3852913,49.29393,-3.424153,16.76877,-25.15009,23.68305,-6.658058,13.76585,4.843107] Not training a calibrator because it is not needed. Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) @@ -10,28 +10,28 @@ Confusion table ||====================== PREDICTED || positive | negative | Recall TRUTH ||====================== - positive || 141 | 98 | 0.5900 + positive || 152 | 87 | 0.6360 negative || 2 | 442 | 0.9955 ||====================== -Precision || 0.9860 | 0.8185 | -OVERALL 0/1 ACCURACY: 0.853587 +Precision || 0.9870 | 0.8355 | +OVERALL 0/1 ACCURACY: 0.869693 LOG LOSS/instance: Infinity Test-set entropy (prior Log-Loss/instance): 0.934003 LOG-LOSS REDUCTION (RIG): -Infinity -AUC: 0.985535 +AUC: 0.984941 OVERALL RESULTS --------------------------------------- -AUC: 0.985535 (0.0000) -Accuracy: 0.853587 (0.0000) -Positive precision: 0.986014 (0.0000) -Positive recall: 0.589958 (0.0000) -Negative precision: 0.818519 (0.0000) +AUC: 0.984941 (0.0000) +Accuracy: 0.869693 (0.0000) +Positive precision: 0.987013 (0.0000) +Positive recall: 0.635983 (0.0000) +Negative precision: 0.835539 (0.0000) Negative recall: 0.995495 (0.0000) Log-loss: Infinity (0.0000) Log-loss reduction: -Infinity (0.0000) -F1 Score: 0.738220 (0.0000) -AUPRC: 0.975735 (0.0000) +F1 Score: 0.773537 (0.0000) +AUPRC: 0.977633 (0.0000) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-rp.txt index 62e950c9cf..c056310ab0 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-rp.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-rp.txt @@ -1,4 +1,4 @@ SymSGD AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.985535 0.853587 0.986014 0.589958 0.818519 0.995495 Infinity -Infinity 0.73822 0.975735 1 SymSGD %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% out=%Output% seed=1 /nt:1 +0.984941 0.869693 0.987013 0.635983 0.835539 0.995495 Infinity -Infinity 0.773537 0.977633 1 SymSGD %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% out=%Output% seed=1 /nt:1 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-summary.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-summary.txt index 99570e33f3..8fb0a3fe22 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-summary.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-summary.txt @@ -1,12 +1,12 @@ Linear Binary Classification Predictor non-zero weights -(Bias) -473.82773 -f1 52.924484 -f8 26.753149 -f4 -17.657146 -f3 14.593927 -f5 10.126332 -f2 9.490602 -f6 -8.042431 -f7 1.9634984 -f0 1.8576517 +(Bias) -448.1 +f1 49.29393 +f4 -25.15009 +f5 23.68305 +f3 16.76877 +f7 13.76585 +f6 -6.658058 +f8 4.843107 +f2 -3.424153 +f0 -0.3852913 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.linux-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.linux-out.txt new file mode 100644 index 0000000000..e6cca55665 --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.linux-out.txt @@ -0,0 +1,47 @@ +maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% out=%Output% seed=1 +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -455.42252, Weights: [6.7821198,30.03894,2.68428,10.167156,-27.777445,10.755197,2.1581798,14.978772,15.259249] +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 77 | 162 | 0.3222 + negative || 0 | 444 | 1.0000 + ||====================== +Precision || 1.0000 | 0.7327 | +OVERALL 0/1 ACCURACY: 0.762811 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.986524 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.986524 (0.0000) +Accuracy: 0.762811 (0.0000) +Positive precision: 1.000000 (0.0000) +Positive recall: 0.322176 (0.0000) +Negative precision: 0.732673 (0.0000) +Negative recall: 1.000000 (0.0000) +Log-loss: Infinity (0.0000) +Log-loss reduction: -Infinity (0.0000) +F1 Score: 0.487342 (0.0000) +AUPRC: 0.979398 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + +--- Progress log --- +[1] 'Preprocessing' started. +[1] 'Preprocessing' finished in %Time%. +[2] 'Training' started. +[2] 'Training' finished in %Time%. +[3] 'Saving model' started. +[3] 'Saving model' finished in %Time%. diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.linux-summary.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.linux-summary.txt new file mode 100644 index 0000000000..c845e5ba44 --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.linux-summary.txt @@ -0,0 +1,12 @@ +Linear Binary Classification Predictor non-zero weights + +(Bias) -455.42252 +f1 30.03894 +f4 -27.777445 +f8 15.259249 +f7 14.978772 +f5 10.755197 +f3 10.167156 +f0 6.7821198 +f2 2.68428 +f6 2.1581798 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.linux.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.linux.txt new file mode 100644 index 0000000000..a902bcae6d --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.linux.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -386.70868 0 -0 0 +1 0 -274.98206 0 -0 0 +2 0 -389.5177 0 -0 0 +3 0 -56.503235 2.890393E-25 -0 0 +4 0 -373.1565 0 -0 0 +5 1 60.048065 1 -0 1 +6 0 -317.04037 0 -0 0 +7 0 -404.37076 0 -0 0 +8 0 -350.3344 0 -0 0 +9 0 -365.61005 0 -0 0 +10 0 -386.0597 0 -0 0 +11 0 -409.2132 0 -0 0 +12 1 -232.32303 0 Infinity 0 +13 0 -392.32675 0 -0 0 +14 1 -26.723602 2.4779183E-12 38.554008540395309 0 +15 1 -318.09882 0 Infinity 0 +16 0 -395.649 0 -0 0 +17 0 -393.49078 0 -0 0 +18 1 -46.963684 4.0172713E-21 67.754274095228496 0 +19 0 -379.92654 0 -0 0 +20 1 -110.383026 0 Infinity 0 +21 1 -104.707825 0 Infinity 0 +22 0 -402.4311 0 -0 0 +23 1 ? ? ? 0 +24 0 -413.83716 0 -0 0 +25 1 -181.37466 0 Infinity 0 +26 0 -344.6147 0 -0 0 +27 0 -388.86685 0 -0 0 +28 0 -409.2132 0 -0 0 +29 0 -412.78494 0 -0 0 +30 0 -374.65366 0 -0 0 +31 0 -407.05502 0 -0 0 +32 1 -175.68082 0 Infinity 0 +33 0 -396.88788 0 -0 0 +34 0 -399.74683 0 -0 0 +35 0 -409.2132 0 -0 0 +36 1 32.392273 1 -0 1 +37 0 -313.47745 0 -0 0 +38 1 -31.194763 2.8332603E-14 45.004530162800798 0 +39 1 -239.2272 0 Infinity 0 +40 0 ? ? ? 0 +41 1 -181.93085 0 Infinity 0 +42 1 -76.00955 9.760476E-34 109.65860374654069 0 +43 1 -397.16064 0 Infinity 0 +44 1 -48.852417 6.076659E-22 70.479139772529862 0 +45 0 -400.73608 0 -0 0 +46 1 -35.935852 2.4731914E-16 51.844475614643564 0 +47 0 -415.99533 0 -0 0 +48 0 -373.1565 0 -0 0 +49 1 3.2431335 0.9624256 0.055253092603404441 1 +50 1 -140.24524 0 Infinity 0 +51 1 -213.55887 0 Infinity 0 +52 1 -101.661896 7E-45 146.67807190511266 0 +53 1 -201.43312 0 Infinity 0 +54 1 -253.81497 0 Infinity 0 +55 1 -106.487915 0 Infinity 0 +56 1 73.97543 1 -0 1 +57 1 -316.57245 0 Infinity 0 +58 1 -361.29782 0 Infinity 0 +59 1 -203.4486 0 Infinity 0 +60 1 -144.52496 0 Infinity 0 +61 0 -405.24014 0 -0 0 +62 1 -182.04688 0 Infinity 0 +63 1 -264.5428 0 Infinity 0 +64 0 -415.99533 0 -0 0 +65 1 -107.57028 0 Infinity 0 +66 0 -393.49078 0 -0 0 +67 1 -266.4575 0 Infinity 0 +68 1 0.7622986 0.6818526 0.55246824180680154 1 +69 0 -398.8584 0 -0 0 +70 0 -383.4983 0 -0 0 +71 1 3.631256 0.97420037 0.03770956684433955 1 +72 0 -314.61206 0 -0 0 +73 1 -74.52527 4.3061297E-33 107.51723536384166 0 +74 1 -144.56516 0 Infinity 0 +75 0 -383.26074 0 -0 0 +76 0 -407.9425 0 -0 0 +77 0 -318.6218 0 -0 0 +78 0 -378.7625 0 -0 0 +79 0 -436.99066 0 -0 0 +80 0 -337.92163 0 -0 0 +81 0 -385.4818 0 -0 0 +82 0 -356.66974 0 -0 0 +83 0 -380.885 0 -0 0 +84 1 -38.467316 1.9672388E-17 55.496605505433621 0 +85 1 -18.590424 8.438818E-09 26.82031197562937 0 +86 1 -257.22363 0 Infinity 0 +87 1 -30.512177 5.6069942E-14 44.01976574442071 0 +88 0 -393.49078 0 -0 0 +89 0 -426.8235 0 -0 0 +90 0 -413.83716 0 -0 0 +91 0 -394.42212 0 -0 0 +92 0 -393.49078 0 -0 0 +93 0 -415.99533 0 -0 0 +94 0 -407.05502 0 -0 0 +95 0 -413.83716 0 -0 0 +96 0 -401.20422 0 -0 0 +97 0 -386.70868 0 -0 0 +98 1 -91.1824 2.5118E-40 131.54840250374161 0 +99 1 39.64218 1 -0 1 +100 1 -311.11365 0 Infinity 0 +101 1 -207.64514 0 Infinity 0 +102 0 -390.80652 0 -0 0 +103 1 -411.92148 0 Infinity 0 +104 1 33.45285 1 -0 1 +105 1 -174.24503 0 Infinity 0 +106 1 111.83591 1 -0 1 +107 1 -129.02701 0 Infinity 0 +108 0 -386.03778 0 -0 0 +109 1 -18.949738 5.891604E-09 27.338692367191435 0 +110 0 -283.30377 0 -0 0 +111 1 -185.07123 0 Infinity 0 +112 1 -29.941711 9.9192756E-14 43.19675857031519 0 +113 1 -174.09708 0 Infinity 0 +114 0 -316.00034 0 -0 0 +115 0 -375.13272 0 -0 0 +116 0 -275.1819 0 -0 0 +117 1 45.510956 1 -0 1 +118 0 -452.198 0 -0 0 +119 0 -359.47876 0 -0 0 +120 0 -400.98572 0 -0 0 +121 0 -352.69666 0 -0 0 +122 1 -108.75232 0 Infinity 0 +123 1 -351.48767 0 Infinity 0 +124 1 -206.4786 0 Infinity 0 +125 0 -415.99533 0 -0 0 +126 1 -15.790497 1.387632E-07 22.780871666325545 0 +127 0 -400.27292 0 -0 0 +128 1 -165.74466 0 Infinity 0 +129 0 -640.37305 0 -0 0 +130 0 -383.4983 0 -0 0 +131 0 -407.05502 0 -0 0 +132 1 29.48059 1 -0 1 +133 0 -387.45233 0 -0 0 +134 0 -430.20853 0 -0 0 +135 0 -345.9959 0 -0 0 +136 0 -395.649 0 -0 0 +137 0 -404.58926 0 -0 0 +138 0 -392.9647 0 -0 0 +139 0 ? ? ? 0 +140 0 -404.58926 0 -0 0 +141 0 -411.3714 0 -0 0 +142 1 -148.08572 0 Infinity 0 +143 0 -375.13272 0 -0 0 +144 0 -409.2132 0 -0 0 +145 0 ? ? ? 0 +146 1 -322.91702 0 Infinity 0 +147 0 -433.01758 0 -0 0 +148 0 -437.43552 0 -0 0 +149 1 -29.865753 1.07020804E-13 43.08717396619226 0 +150 0 -386.0597 0 -0 0 +151 1 -269.59448 0 Infinity 0 +152 1 120.243866 1 -0 1 +153 0 -376.29675 0 -0 0 +154 0 -418.1535 0 -0 0 +155 1 -135.9607 0 Infinity 0 +156 0 -383.2721 0 -0 0 +157 0 -407.05502 0 -0 0 +158 0 ? ? ? 0 +159 1 130.64908 1 -0 1 +160 1 -3.0446167 0.045450456 4.4595614068830578 0 +161 0 -378.51202 0 -0 0 +162 0 -400.27292 0 -0 0 +163 0 -267.143 0 -0 0 +164 0 ? ? ? 0 +165 0 -367.75684 0 -0 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-410.62677 0 -0 0 +664 0 -382.0968 0 -0 0 +665 0 -418.1535 0 -0 0 +666 0 -332.87543 0 -0 0 +667 0 -400.27292 0 -0 0 +668 1 -135.57181 0 Infinity 0 +669 1 82.100555 1 -0 1 +670 1 2.8764343 0.9466691 0.079067860046378252 1 +671 0 -360.06683 0 -0 0 +672 0 -407.05502 0 -0 0 +673 0 -356.0403 0 -0 0 +674 0 -415.99533 0 -0 0 +675 0 -389.7543 0 -0 0 +676 0 -413.31104 0 -0 0 +677 0 -391.02502 0 -0 0 +678 0 -418.1535 0 -0 0 +679 0 -411.3714 0 -0 0 +680 1 288.15152 1 -0 1 +681 1 150.27536 1 -0 1 +682 0 -371.7299 0 -0 0 +683 0 -418.1535 0 -0 0 +684 0 -418.1535 0 -0 0 +685 0 -418.1535 0 -0 0 +686 0 -418.1535 0 -0 0 +687 0 -372.47354 0 -0 0 +688 0 -397.80716 0 -0 0 +689 0 -311.33878 0 -0 0 +690 0 -397.8192 0 -0 0 +691 1 -16.970673 4.263149E-08 24.483505238236749 0 +692 0 -404.58926 0 -0 0 +693 0 -387.17184 0 -0 0 +694 0 -421.6115 0 -0 0 +695 0 -411.3714 0 -0 0 +696 1 -28.383118 4.713772E-13 40.948183183595461 0 +697 1 -44.80609 3.475056E-20 64.64152572495864 0 +698 1 -76.25015 7.6732524E-34 110.00571700895482 0 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.macos-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.macos-out.txt new file mode 100644 index 0000000000..34838509d5 --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.macos-out.txt @@ -0,0 +1,47 @@ +maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% out=%Output% seed=1 +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -476.593, Weights: [16.94382,37.09351,0.6714754,5.508986,-20.56633,6.979138,-5.665002,3.290292,14.43011] +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 41 | 198 | 0.1715 + negative || 0 | 444 | 1.0000 + ||====================== +Precision || 1.0000 | 0.6916 | +OVERALL 0/1 ACCURACY: 0.710102 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.986995 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.986995 (0.0000) +Accuracy: 0.710102 (0.0000) +Positive precision: 1.000000 (0.0000) +Positive recall: 0.171548 (0.0000) +Negative precision: 0.691589 (0.0000) +Negative recall: 1.000000 (0.0000) +Log-loss: Infinity (0.0000) +Log-loss reduction: -Infinity (0.0000) +F1 Score: 0.292857 (0.0000) +AUPRC: 0.975204 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + +--- Progress log --- +[1] 'Preprocessing' started. +[1] 'Preprocessing' finished in %Time%. +[2] 'Training' started. +[2] 'Training' finished in %Time%. +[3] 'Saving model' started. +[3] 'Saving model' finished in %Time%. diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.macos-summary.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.macos-summary.txt new file mode 100644 index 0000000000..766fa6a8e5 --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.macos-summary.txt @@ -0,0 +1,12 @@ +Linear Binary Classification Predictor non-zero weights + +(Bias) -476.593 +f1 37.09351 +f4 -20.56633 +f0 16.94382 +f8 14.43011 +f5 6.979138 +f6 -5.665002 +f3 5.508986 +f7 3.290292 +f2 0.6714754 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.macos.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.macos.txt new file mode 100644 index 0000000000..c7137546bf --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.macos.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -382.028076 0 0 0 +1 0 -283.426331 0 0 0 +2 0 -408.936584 0 0 0 +3 0 -80.6165161 9.742982E-36 0 0 +4 0 -387.953949 0 0 0 +5 1 -7.01651 0.0008961466 10.12397765199823 0 +6 0 -386.99115 0 0 0 +7 0 -432.18808 0 0 0 +8 0 -363.809143 0 0 0 +9 0 -356.2134 0 0 0 +10 0 -429.237061 0 0 0 +11 0 -427.19458 0 0 0 +12 1 -277.315979 0 Infinity 0 +13 0 -435.8451 0 0 0 +14 1 -58.24585 5.05998126E-26 84.030998425295323 0 +15 1 -298.325317 0 Infinity 0 +16 0 -393.306915 0 0 0 +17 0 -398.971924 0 0 0 +18 1 -12.7294617 2.96253688E-06 18.364735454186828 0 +19 0 -365.0843 0 0 0 +20 1 -180.756653 0 Infinity 0 +21 1 -168.668945 0 Infinity 0 +22 0 -410.250732 0 0 0 +23 1 ? ? ? 0 +24 0 -449.803375 0 0 0 +25 1 -268.7384 0 Infinity 0 +26 0 -352.590881 0 0 0 +27 0 -376.3631 0 0 0 +28 0 -427.19458 0 0 0 +29 0 -437.130432 0 0 0 +30 0 -389.684418 0 0 0 +31 0 -432.859558 0 0 0 +32 1 -139.11145 0 Infinity 0 +33 0 -427.3506 0 0 0 +34 0 -409.579254 0 0 0 +35 0 -427.19458 0 0 0 +36 1 -3.12921143 0.0419182666 4.5762771310661421 0 +37 0 -330.084473 0 0 0 +38 1 -156.727539 0 Infinity 0 +39 1 -322.013916 0 Infinity 0 +40 0 ? ? ? 0 +41 1 -180.697266 0 Infinity 0 +42 1 -67.49539 4.86545839E-30 97.375267115377284 0 +43 1 -330.860352 0 Infinity 0 +44 1 -63.0075378 4.32687173E-28 90.900662303529046 0 +45 0 -429.708282 0 0 0 +46 1 -140.731384 0 Infinity 0 +47 0 -444.138367 0 0 0 +48 0 -387.953949 0 0 0 +49 1 -33.7646179 2.16876624E-15 48.712046862627993 0 +50 1 -83.83475 3.899706E-37 120.9479741455654 0 +51 1 -259.1629 0 Infinity 0 +52 1 -168.527649 0 Infinity 0 +53 1 -237.580719 0 Infinity 0 +54 1 -215.908112 0 Infinity 0 +55 1 -94.23071 1.191524E-41 135.94624377743787 0 +56 1 49.3399353 1 0 1 +57 1 -311.956482 0 Infinity 0 +58 1 -374.374725 0 Infinity 0 +59 1 -162.034729 0 Infinity 0 +60 1 -265.779663 0 Infinity 0 +61 0 -437.159241 0 0 0 +62 1 -83.46402 5.649848E-37 120.41312746369265 0 +63 1 -317.280334 0 Infinity 0 +64 0 -444.138367 0 0 0 +65 1 -68.15762 2.50911357E-30 98.330665074493893 0 +66 0 -398.971924 0 0 0 +67 1 -345.755066 0 Infinity 0 +68 1 -127.582794 0 Infinity 0 +69 0 -446.5131 0 0 0 +70 0 -375.020142 0 0 0 +71 1 -19.3168335 4.08136858E-09 27.868299851945512 0 +72 0 -388.134155 0 0 0 +73 1 -152.791534 0 Infinity 0 +74 1 -77.30542 2.67105423E-34 111.5281459579887 0 +75 0 -444.527466 0 0 0 +76 0 -442.123962 0 0 0 +77 0 -296.667084 0 0 0 +78 0 -401.957458 0 0 0 +79 0 -447.7609 0 0 0 +80 0 -397.188263 0 0 0 +81 0 -387.7979 0 0 0 +82 0 -344.93457 0 0 0 +83 0 -431.596619 0 0 0 +84 1 -198.981567 0 Infinity 0 +85 1 -34.60376 9.37083E-16 49.922672632595386 0 +86 1 -330.483521 0 Infinity 0 +87 1 -163.53537 0 Infinity 0 +88 0 -398.971924 0 0 0 +89 0 -442.2519 0 0 0 +90 0 -449.803375 0 0 0 +91 0 -399.076752 0 0 0 +92 0 -398.971924 0 0 0 +93 0 -444.138367 0 0 0 +94 0 -432.859558 0 0 0 +95 0 -449.803375 0 0 0 +96 0 -416.020569 0 0 0 +97 0 -382.028076 0 0 0 +98 1 -85.68112 6.154058E-38 123.61172961125246 0 +99 1 -98.76227 1.289195E-43 142.47643804394298 0 +100 1 -313.0074 0 Infinity 0 +101 1 -293.388428 0 Infinity 0 +102 0 -398.300446 0 0 0 +103 1 -383.7272 0 Infinity 0 +104 1 23.3439026 1 0 1 +105 1 -172.14917 0 Infinity 0 +106 1 138.286041 1 0 1 +107 1 -262.228638 0 Infinity 0 +108 0 -437.5578 0 0 0 +109 1 -133.669861 0 Infinity 0 +110 0 -353.447571 0 0 0 +111 1 -138.562531 0 Infinity 0 +112 1 -96.6051 1.108427E-42 139.3724661155272 0 +113 1 -90.40784 5.449734E-40 130.43093803287522 0 +114 0 -327.098969 0 0 0 +115 0 -410.556824 0 0 0 +116 0 -245.397217 0 0 0 +117 1 -85.13962 1.05763E-37 122.83050448404956 0 +118 0 -465.647766 0 0 0 +119 0 -371.843079 0 0 0 +120 0 -443.622925 0 0 0 +121 0 -354.899261 0 0 0 +122 1 -29.5227356 1.50813024E-13 42.592304213920428 0 +123 1 -370.490326 0 Infinity 0 +124 1 -335.138123 0 Infinity 0 +125 0 -444.138367 0 0 0 +126 1 -95.46835 3.457003E-42 137.73145799969987 0 +127 0 -415.915741 0 0 0 +128 1 -194.471924 0 Infinity 0 +129 0 -603.004 0 0 0 +130 0 -375.020142 0 0 0 +131 0 -432.859558 0 0 0 +132 1 -9.179382 0.000103133585 13.243198162017764 0 +133 0 -406.960449 0 0 0 +134 0 -430.817078 0 0 0 +135 0 -368.468384 0 0 0 +136 0 -393.306915 0 0 0 +137 0 -404.585754 0 0 0 +138 0 -392.635437 0 0 0 +139 0 ? ? ? 0 +140 0 -404.585754 0 0 0 +141 0 -421.529541 0 0 0 +142 1 -130.106232 0 Infinity 0 +143 0 -410.556824 0 0 0 +144 0 -427.19458 0 0 0 +145 0 ? ? ? 0 +146 1 -335.516663 0 Infinity 0 +147 0 -457.7256 0 0 0 +148 0 -516.5937 0 0 0 +149 1 -65.75195 2.78156735E-29 94.860016711364324 0 +150 0 -429.237061 0 0 0 +151 1 -301.084534 0 Infinity 0 +152 1 56.8493958 1 0 1 +153 0 -373.683655 0 0 0 +154 0 -438.4734 0 0 0 +155 1 -161.1773 0 Infinity 0 +156 0 -406.373383 0 0 0 +157 0 -432.859558 0 0 0 +158 0 ? ? ? 0 +159 1 59.2065735 1 0 1 +160 1 -30.237 7.383087E-14 43.622769210456042 0 +161 0 -395.681641 0 0 0 +162 0 -415.915741 0 0 0 +163 0 -311.859161 0 0 0 +164 0 ? ? ? 0 +165 0 -388.702484 0 0 0 +166 1 -156.081665 0 Infinity 0 +167 1 65.57535 1 0 1 +168 0 -415.915741 0 0 0 +169 0 -412.398071 0 0 0 +170 0 -404.585754 0 0 0 +171 0 -449.803375 0 0 0 +172 0 -444.138367 0 0 0 +173 1 40.3339539 1 0 1 +174 1 -101.265289 9.809089E-45 146.19264507794239 0 +175 1 -178.597412 0 Infinity 0 +176 0 -432.859558 0 0 0 +177 1 -107.380432 0 Infinity 0 +178 0 -398.971924 0 0 0 +179 1 -314.933228 0 Infinity 0 +180 0 -429.237061 0 0 0 +181 0 -438.4734 0 0 0 +182 0 -365.0843 0 0 0 +183 1 -77.625 1.94039817E-34 111.98920250390032 0 +184 1 -78.40164 8.924822E-35 113.10965991777262 0 +185 0 -412.293243 0 0 0 +186 1 -275.076477 0 Infinity 0 +187 1 11.50293 0.9999899 1.4532607192850369E-05 1 +188 1 -88.00064 6.050723E-39 126.95808823416671 0 +189 0 -411.3669 0 0 0 +190 1 54.6800842 1 0 1 +191 1 -193.052826 0 Infinity 0 +192 0 -376.3631 0 0 0 +193 0 -449.803375 0 0 0 +194 0 -415.915741 0 0 0 +195 0 -398.971924 0 0 0 +196 0 -180.321411 0 0 0 +197 0 -365.501129 0 0 0 +198 0 -438.4734 0 0 0 +199 0 -410.250732 0 0 0 +200 1 -35.2814636 4.758335E-16 50.900392622931093 0 +201 1 -146.47052 0 Infinity 0 +202 0 -449.803375 0 0 0 +203 0 -382.028076 0 0 0 +204 0 -449.803375 0 0 0 +205 1 47.14859 1 0 1 +206 1 -8.83157349 0.000146026927 12.74147795839855 0 +207 0 -429.237061 0 0 0 +208 0 -429.237061 0 0 0 +209 0 -361.461761 0 0 0 +210 1 132.820465 1 0 1 +211 1 50.7112732 1 0 1 +212 0 -449.803375 0 0 0 +213 1 102.380219 1 0 1 +214 1 111.199127 1 0 1 +215 1 -71.95105 5.65009941E-32 103.80342278574896 0 +216 0 -444.138367 0 0 0 +217 0 -449.803375 0 0 0 +218 1 -39.77011 5.3463847E-18 57.376142058505394 0 +219 0 -363.741333 0 0 0 +220 0 -444.2944 0 0 0 +221 1 -204.904785 0 Infinity 0 +222 1 -333.8061 0 Infinity 0 +223 1 -169.892548 0 Infinity 0 +224 1 -58.3657837 4.488097E-26 84.204026656891656 0 +225 0 -444.138367 0 0 0 +226 1 -108.70224 0 Infinity 0 +227 1 -2.60882568 0.06857257 3.8662245256794168 0 +228 0 -429.237061 0 0 0 +229 1 -52.5019226 1.58017327E-23 75.744263415977329 0 +230 1 -201.204163 0 Infinity 0 +231 1 -100.348846 2.662467E-44 144.75207248655641 0 +232 0 -225.1915 0 0 0 +233 1 -165.858337 0 Infinity 0 +234 0 -345.172119 0 0 0 +235 0 ? ? ? 0 +236 1 59.2071228 1 0 1 +237 1 -35.9101868 2.53748836E-16 51.807448311659648 0 +238 1 180.302582 1 0 1 +239 1 -127.249939 0 Infinity 0 +240 0 -350.442444 0 0 0 +241 0 -384.331451 0 0 0 +242 0 -432.859558 0 0 0 +243 0 -433.216858 0 0 0 +244 0 -449.803375 0 0 0 +245 0 -369.539978 0 0 0 +246 1 48.73642 1 0 1 +247 1 -155.487976 0 Infinity 0 +248 0 -382.520447 0 0 0 +249 0 ? ? ? 0 +250 0 -400.708374 0 0 0 +251 1 -47.5101 2.32608277E-21 68.542587556707261 0 +252 0 -183.251068 0 0 0 +253 1 -67.49539 4.86545839E-30 97.375267115377284 0 +254 1 -83.46402 5.649848E-37 120.41312746369265 0 +255 1 -149.56311 0 Infinity 0 +256 0 -404.585754 0 0 0 +257 0 -410.250732 0 0 0 +258 0 -415.915741 0 0 0 +259 0 -158.412323 0 0 0 +260 1 -34.8776245 7.1259066E-16 50.317775943638054 0 +261 1 -81.7998352 2.983891E-36 118.01221659961702 0 +262 1 -48.15799 1.2168888E-21 69.477292647001221 0 +263 1 -152.055054 0 Infinity 0 +264 1 -126.258667 0 Infinity 0 +265 0 -376.7234 0 0 0 +266 1 108.499542 1 0 1 +267 1 -313.947937 0 Infinity 0 +268 1 65.3534851 1 0 1 +269 0 -449.803375 0 0 0 +270 1 -132.888885 0 Infinity 0 +271 0 -382.028076 0 0 0 +272 1 -313.947937 0 Infinity 0 +273 1 -302.080841 0 Infinity 0 +274 0 -412.625458 0 0 0 +275 0 ? ? ? 0 +276 0 -410.250732 0 0 0 +277 0 -444.138367 0 0 0 +278 0 -449.803375 0 0 0 +279 1 -4.988312 0.00677100476 7.2064143514606549 0 +280 0 -415.915741 0 0 0 +281 0 -427.3506 0 0 0 +282 1 -260.797974 0 Infinity 0 +283 1 -124.608215 0 Infinity 0 +284 1 -84.3187561 2.403419E-37 121.64625132080846 0 +285 1 6.63031 0.998681962 0.0019027804228943937 1 +286 1 144.256927 1 0 1 +287 0 -430.817078 0 0 0 +288 1 -358.6748 0 Infinity 0 +289 1 -106.855377 0 Infinity 0 +290 0 -438.4734 0 0 0 +291 0 -449.803375 0 0 0 +292 1 ? ? ? 0 +293 1 -81.4112244 4.40103176E-36 117.45156963137021 0 +294 0 ? ? ? 0 +295 1 -223.30452 0 Infinity 0 +296 0 -293.948059 0 0 0 +297 0 ? ? ? 0 +298 0 -344.4721 0 0 0 +299 1 -252.844971 0 Infinity 0 +300 1 -205.0795 0 Infinity 0 +301 0 -449.803375 0 0 0 +302 1 131.301361 1 0 1 +303 0 -449.803375 0 0 0 +304 1 -162.096771 0 Infinity 0 +305 1 75.46951 1 0 1 +306 0 -449.803375 0 0 0 +307 0 -449.803375 0 0 0 +308 1 -46.08914 9.632522E-21 66.492576375971936 0 +309 0 -399.3292 0 0 0 +310 0 -447.7609 0 0 0 +311 0 -438.4734 0 0 0 +312 1 -245.50325 0 Infinity 0 +313 0 -438.4734 0 0 0 +314 0 -423.572052 0 0 0 +315 0 ? ? ? 0 +316 1 -223.430344 0 Infinity 0 +317 1 -98.25198 2.129974E-43 141.75207248655641 0 +318 0 -511.50238 0 0 0 +319 0 -339.5782 0 0 0 +320 1 -95.34631 3.905419E-42 137.55550271289619 0 +321 0 ? ? ? 0 +322 0 -415.915741 0 0 0 +323 1 -160.662048 0 Infinity 0 +324 0 -449.803375 0 0 0 +325 0 -365.905151 0 0 0 +326 1 -235.955872 0 Infinity 0 +327 0 -444.138367 0 0 0 +328 1 -22.2183533 2.24229E-10 32.054308094569812 0 +329 1 -187.690857 0 Infinity 0 +330 1 -144.631622 0 Infinity 0 +331 0 -367.598 0 0 0 +332 0 -329.798828 0 0 0 +333 1 -217.250092 0 Infinity 0 +334 1 -64.135376 1.40074835E-28 92.527788865136401 0 +335 0 -438.4734 0 0 0 +336 1 -143.91095 0 Infinity 0 +337 0 -449.803375 0 0 0 +338 0 -423.572052 0 0 0 +339 1 -94.3729248 1.033598E-41 136.15137705957068 0 +340 1 -165.1753 0 Infinity 0 +341 0 -449.803375 0 0 0 +342 0 -421.529541 0 0 0 +343 0 -438.4734 0 0 0 +344 1 -215.782623 0 Infinity 0 +345 0 -438.4734 0 0 0 +346 0 -341.409851 0 0 0 +347 0 -411.326477 0 0 0 +348 1 -308.158325 0 Infinity 0 +349 1 -316.4204 0 Infinity 0 +350 0 -359.6801 0 0 0 +351 0 -432.859558 0 0 0 +352 0 -369.01825 0 0 0 +353 1 -130.7461 0 Infinity 0 +354 0 -444.138367 0 0 0 +355 0 -410.582947 0 0 0 +356 1 -277.665375 0 Infinity 0 +357 1 24.9550476 1 0 1 +358 1 -33.303894 3.437974E-15 48.0473628055489 0 +359 1 -140.579224 0 Infinity 0 +360 1 53.8216248 1 0 1 +361 1 -18.6430969 8.005821E-09 26.896303513633146 0 +362 0 -399.660126 0 0 0 +363 0 -260.544678 0 0 0 +364 0 -432.859558 0 0 0 +365 0 -427.19458 0 0 0 +366 1 57.32895 1 0 1 +367 1 -36.8312378 1.01017513E-16 53.13624408574357 0 +368 0 -437.130432 0 0 0 +369 0 -422.2291 0 0 0 +370 0 -339.01474 0 0 0 +371 0 -437.130432 0 0 0 +372 0 -392.635437 0 0 0 +373 0 -370.8541 0 0 0 +374 0 -409.579254 0 0 0 +375 0 -438.4734 0 0 0 +376 0 -444.138367 0 0 0 +377 0 -423.572052 0 0 0 +378 0 -410.999817 0 0 0 +379 0 -346.9593 0 0 0 +380 0 -438.4734 0 0 0 +381 1 -17.6116028 2.24583623E-08 25.40817203239537 0 +382 0 -369.351471 0 0 0 +383 0 -421.529541 0 0 0 +384 0 -421.529541 0 0 0 +385 0 -312.6341 0 0 0 +386 1 -108.145325 0 Infinity 0 +387 0 -321.555481 0 0 0 +388 0 -423.904266 0 0 0 +389 0 -386.659973 0 0 0 +390 0 -438.6294 0 0 0 +391 1 28.8096313 1 0 1 +392 0 -410.250732 0 0 0 +393 0 -417.907043 0 0 0 +394 0 -405.7019 0 0 0 +395 0 -410.250732 0 0 0 +396 0 -415.915741 0 0 0 +397 0 -387.6419 0 0 0 +398 0 -369.866943 0 0 0 +399 0 -400.036926 0 0 0 +400 1 2.84921265 0.945278 0.081189433018334978 1 +401 0 -404.585754 0 0 0 +402 0 -300.83313 0 0 0 +403 0 -383.648315 0 0 0 +404 0 -387.0716 0 0 0 +405 0 -444.138367 0 0 0 +406 0 -355.541931 0 0 0 +407 0 -444.138367 0 0 0 +408 0 -345.512939 0 0 0 +409 0 -409.579254 0 0 0 +410 0 -444.138367 0 0 0 +411 0 ? ? ? 0 +412 1 -47.50357 2.34132362E-21 68.533165635759573 0 +413 0 -381.356628 0 0 0 +414 1 -132.253845 0 Infinity 0 +415 0 -306.9592 0 0 0 +416 1 -202.9874 0 Infinity 0 +417 0 -444.138367 0 0 0 +418 0 -314.054565 0 0 0 +419 0 -409.0415 0 0 0 +420 0 -353.1745 0 0 0 +421 1 -51.12332 6.27225262E-23 73.755362515819868 0 +422 0 -316.861359 0 0 0 +423 0 -375.020142 0 0 0 +424 0 -404.585754 0 0 0 +425 1 -36.5478821 1.34108556E-16 52.727448235248438 0 +426 0 -293.1537 0 0 0 +427 1 -114.297119 0 Infinity 0 +428 0 -444.138367 0 0 0 +429 0 -427.19458 0 0 0 +430 0 -366.661072 0 0 0 +431 0 -408.852478 0 0 0 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3.20477E-42 137.84075934958832 0 +467 1 -124.322266 0 Infinity 0 +468 0 -387.6419 0 0 0 +469 0 -443.466919 0 0 0 +470 0 -389.684418 0 0 0 +471 0 -342.7363 0 0 0 +472 0 -333.187927 0 0 0 +473 0 -387.6419 0 0 0 +474 0 -370.6981 0 0 0 +475 0 -404.585754 0 0 0 +476 0 -386.970428 0 0 0 +477 0 -387.6419 0 0 0 +478 0 -333.604584 0 0 0 +479 1 -73.526886 1.16863571E-32 106.07687375859051 0 +480 0 -350.131775 0 0 0 +481 0 -279.312622 0 0 0 +482 1 58.4273376 1 0 1 +483 1 -85.16342 1.0327517E-37 122.86484607677639 0 +484 0 -370.0266 0 0 0 +485 0 -392.9308 0 0 0 +486 0 -389.684418 0 0 0 +487 1 102.099091 1 0 1 +488 1 -175.590057 0 Infinity 0 +489 1 -295.5197 0 Infinity 0 +490 0 -438.4734 0 0 0 +491 1 -80.888855 7.420218E-36 116.69794990373069 0 +492 0 -372.7406 0 0 0 +493 1 -1.41918945 0.194788679 2.3600182600330326 0 +494 0 -339.326843 0 0 0 +495 0 -389.684418 0 0 0 +496 0 -417.907043 0 0 0 +497 0 -350.5484 0 0 0 +498 0 -393.306915 0 0 0 +499 0 -393.306915 0 0 0 +500 0 -365.0843 0 0 0 +501 0 -393.306915 0 0 0 +502 0 -387.7979 0 0 0 +503 0 -398.971924 0 0 0 +504 0 -438.4734 0 0 0 +505 0 -330.3987 0 0 0 +506 1 87.30167 1 0 1 +507 0 -417.53595 0 0 0 +508 0 -370.6981 0 0 0 +509 0 -421.529541 0 0 0 +510 0 -438.4734 0 0 0 +511 0 -376.3631 0 0 0 +512 0 -370.6981 0 0 0 +513 0 -389.684418 0 0 0 +514 1 -68.0433655 2.81281937E-30 98.165825937543673 0 +515 1 7.806549 0.9995931 0.00058718225519298383 1 +516 0 -417.907043 0 0 0 +517 0 -423.572052 0 0 0 +518 0 -398.405273 0 0 0 +519 1 -173.00296 0 Infinity 0 +520 0 -459.0397 0 0 0 +521 0 -408.208252 0 0 0 +522 1 -175.544769 0 Infinity 0 +523 1 -129.89798 0 Infinity 0 +524 0 -410.250732 0 0 0 +525 0 -399.076752 0 0 0 +526 0 -387.6419 0 0 0 +527 0 -398.971924 0 0 0 +528 0 -346.902344 0 0 0 +529 0 -372.7406 0 0 0 +530 1 -192.820587 0 Infinity 0 +531 0 -355.541931 0 0 0 +532 0 -429.237061 0 0 0 +533 0 -410.250732 0 0 0 +534 0 -427.19458 0 0 0 +535 0 -442.951447 0 0 0 +536 0 -382.028076 0 0 0 +537 0 -381.356628 0 0 0 +538 0 -393.306915 0 0 0 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1.5527149E-10 32.584487992638451 0 +575 0 -381.356628 0 0 0 +576 0 -376.3631 0 0 0 +577 0 -444.138367 0 0 0 +578 0 -444.138367 0 0 0 +579 0 -449.803375 0 0 0 +580 0 -375.69162 0 0 0 +581 1 -134.264374 0 Infinity 0 +582 1 27.7763672 1 0 1 +583 0 -404.585754 0 0 0 +584 0 -363.719482 0 0 0 +585 0 -438.4734 0 0 0 +586 1 28.7736511 1 0 1 +587 0 -373.0728 0 0 0 +588 1 -79.7980652 2.20871973E-35 115.12427295542393 0 +589 0 -370.6981 0 0 0 +590 1 -119.181732 0 Infinity 0 +591 1 -237.44072 0 Infinity 0 +592 1 -162.490662 0 Infinity 0 +593 0 -370.0266 0 0 0 +594 1 -125.922424 0 Infinity 0 +595 0 -376.3631 0 0 0 +596 0 -392.635437 0 0 0 +597 0 -380.68515 0 0 0 +598 0 -410.250732 0 0 0 +599 0 -311.023834 0 0 0 +600 0 -410.250732 0 0 0 +601 0 -423.572052 0 0 0 +602 0 -393.306915 0 0 0 +603 1 -268.672333 0 Infinity 0 +604 1 -281.388367 0 Infinity 0 +605 1 -115.486481 0 Infinity 0 +606 0 -382.132935 0 0 0 +607 0 -438.4734 0 0 0 +608 1 -133.93576 0 Infinity 0 +609 0 -370.6981 0 0 0 +610 1 -101.088623 1.261169E-44 145.83007499855768 0 +611 1 -62.4460754 7.58602042E-28 90.090643401608631 0 +612 1 158.644623 1 0 1 +613 0 -353.007538 0 0 0 +614 0 -406.628235 0 0 0 +615 0 -391.963959 0 0 0 +616 0 -410.250732 0 0 0 +617 0 ? ? ? 0 +618 0 -393.306915 0 0 0 +619 0 -376.3631 0 0 0 +620 0 -410.250732 0 0 0 +621 0 -309.11853 0 0 0 +622 0 -330.786 0 0 0 +623 0 -438.4734 0 0 0 +624 0 -350.287781 0 0 0 +625 0 -402.8717 0 0 0 +626 1 -230.105042 0 Infinity 0 +627 0 -393.613 0 0 0 +628 0 -421.529541 0 0 0 +629 0 -387.6419 0 0 0 +630 0 -315.3178 0 0 0 +631 0 -376.3631 0 0 0 +632 0 -438.4734 0 0 0 +633 1 -119.552277 0 Infinity 0 +634 0 -404.585754 0 0 0 +635 0 -402.57132 0 0 0 +636 1 -4.889496 0.00746900961 7.0648673305780694 0 +637 0 -336.201874 0 0 0 +638 0 -387.6419 0 0 0 +639 0 -359.6801 0 0 0 +640 0 -376.623932 0 0 0 +641 0 -410.250732 0 0 0 +642 0 -410.250732 0 0 0 +643 0 -438.4734 0 0 0 +644 0 -421.529541 0 0 0 +645 0 -410.250732 0 0 0 +646 0 -400.708374 0 0 0 +647 0 -427.4554 0 0 0 +648 1 -30.2853088 7.03489255E-14 43.692464939832149 0 +649 0 -410.250732 0 0 0 +650 0 -398.705658 0 0 0 +651 0 -396.0269 0 0 0 +652 0 -373.0728 0 0 0 +653 0 -393.306915 0 0 0 +654 0 -415.915741 0 0 0 +655 0 -410.250732 0 0 0 +656 0 -376.3631 0 0 0 +657 0 -375.008179 0 0 0 +658 1 1.00476074 0.731993556 0.45009714683582575 1 +659 0 -438.4734 0 0 0 +660 0 -444.138367 0 0 0 +661 0 -398.971924 0 0 0 +662 0 -442.795441 0 0 0 +663 0 -442.795441 0 0 0 +664 0 -399.232758 0 0 0 +665 0 -438.4734 0 0 0 +666 0 -312.994019 0 0 0 +667 0 -415.915741 0 0 0 +668 1 -203.905121 0 Infinity 0 +669 1 -30.4101257 6.209408E-14 43.872537570163118 0 +670 1 -65.11658 5.250853E-29 93.943362946333835 0 +671 0 -373.313232 0 0 0 +672 0 -432.859558 0 0 0 +673 0 -316.405945 0 0 0 +674 0 -444.138367 0 0 0 +675 0 -385.6275 0 0 0 +676 0 -443.466919 0 0 0 +677 0 -370.6981 0 0 0 +678 0 -438.4734 0 0 0 +679 0 -421.529541 0 0 0 +680 1 169.808258 1 0 1 +681 1 63.0988464 1 0 1 +682 0 -378.7378 0 0 0 +683 0 -438.4734 0 0 0 +684 0 -438.4734 0 0 0 +685 0 -438.4734 0 0 0 +686 0 -438.4734 0 0 0 +687 0 -403.670166 0 0 0 +688 0 -387.6419 0 0 0 +689 0 -337.462646 0 0 0 +690 0 -427.4554 0 0 0 +691 1 -29.1175232 2.26162378E-13 42.007706277955435 0 +692 0 -404.585754 0 0 0 +693 0 -395.820618 0 0 0 +694 0 -418.1729 0 0 0 +695 0 -421.529541 0 0 0 +696 1 -104.280914 0 Infinity 0 +697 1 -142.265472 0 Infinity 0 +698 1 -155.5813 0 Infinity 0 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.txt index b9616ca7ef..f3130d53ec 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.txt @@ -1,700 +1,700 @@ Instance Label Score Probability Log-loss Assigned -0 0 -408.12906 0 -0 0 -1 0 -157.69333 0 -0 0 -2 0 -401.71802 0 -0 0 -3 0 55.136993 1 Infinity 1 -4 0 -380.79886 0 -0 0 -5 1 227.71481 1 -0 1 -6 0 -324.42267 0 -0 0 -7 0 -404.21143 0 -0 0 -8 0 -290.60455 0 -0 0 -9 0 -349.01978 0 -0 0 -10 0 -397.90253 0 -0 0 -11 0 -405.6596 0 -0 0 -12 1 -236.01031 0 Infinity 0 -13 0 -395.307 0 -0 0 -14 1 149.05203 1 -0 1 -15 1 -229.14954 0 Infinity 0 -16 0 -401.94427 0 -0 0 -17 0 -409.98672 0 -0 0 -18 1 123.15268 1 -0 1 -19 0 -406.27142 0 -0 0 -20 1 -49.49823 3.1856046E-22 71.410850872130254 0 -21 1 -144.36145 0 Infinity 0 -22 0 -403.80194 0 -0 0 +0 0 -415.3703 0 0 0 +1 0 -109.523041 0 0 0 +2 0 -390.916656 0 0 0 +3 0 33.8270569 1 Infinity 1 +4 0 -381.447449 0 0 0 +5 1 243.726929 1 0 1 +6 0 -200.681656 0 0 0 +7 0 -417.63858 0 0 0 +8 0 -381.525879 0 0 0 +9 0 -359.03302 0 0 0 +10 0 -388.679047 0 0 0 +11 0 -407.556366 0 0 0 +12 1 -208.0876 0 Infinity 0 +13 0 -366.463 0 0 0 +14 1 136.450256 1 0 1 +15 1 -314.800262 0 Infinity 0 +16 0 -408.326935 0 0 0 +17 0 -414.985 0 0 0 +18 1 102.798035 1 0 1 +19 0 -415.755585 0 0 0 +20 1 10.1497192 0.9999609 5.6411412351548271E-05 1 +21 1 -61.521698 1.91190378E-27 88.757048641689195 0 +22 0 -407.94165 0 0 0 23 1 ? ? ? 0 -24 0 -415.55966 0 -0 0 -25 1 -221.86612 0 Infinity 0 -26 0 -333.2203 0 -0 0 -27 0 -400.08664 0 -0 0 -28 0 -405.6596 0 -0 0 -29 0 -380.4936 0 -0 0 -30 0 -386.14478 0 -0 0 -31 0 -413.70203 0 -0 0 -32 1 -33.372955 3.2085564E-15 48.146997099382261 0 -33 0 -399.1081 0 -0 0 -34 0 -394.31134 0 -0 0 -35 0 -405.6596 0 -0 0 -36 1 169.91983 1 -0 1 -37 0 -367.8595 0 -0 0 -38 1 -19.262756 4.308154E-09 27.790283088059642 0 -39 1 -188.02133 0 Infinity 0 +24 0 -413.829132 0 0 0 +25 1 -111.690765 0 Infinity 0 +26 0 -333.49762 0 0 0 +27 0 -408.712219 0 0 0 +28 0 -407.556366 0 0 0 +29 0 -407.361328 0 0 0 +30 0 -382.791565 0 0 0 +31 0 -414.214417 0 0 0 +32 1 -140.35733 0 Infinity 0 +33 0 -397.445648 0 0 0 +34 0 -411.365784 0 0 0 +35 0 -407.556366 0 0 0 +36 1 89.1488 1 0 1 +37 0 -367.9438 0 0 0 +38 1 125.049805 1 0 1 +39 1 -120.420319 0 Infinity 0 40 0 ? ? ? 0 -41 1 -208.01074 0 Infinity 0 -42 1 180.51608 1 -0 1 -43 1 -173.83176 0 Infinity 0 -44 1 78.19327 1 -0 1 -45 0 -380.7641 0 -0 0 -46 1 57.826324 1 -0 1 -47 0 -407.51724 0 -0 0 -48 0 -380.79886 0 -0 0 -49 1 113.66281 1 -0 1 -50 1 12.741394 0.9999971 4.2135810992924211E-06 1 -51 1 -203.24762 0 Infinity 0 -52 1 -171.71451 0 Infinity 0 -53 1 5.5920715 0.9962866 0.0053673173207498346 1 -54 1 -143.43912 0 Infinity 0 -55 1 -42.56903 3.254654E-19 61.414129601959957 0 -56 1 207.86221 1 -0 1 -57 1 -304.06616 0 Infinity 0 -58 1 -331.79984 0 Infinity 0 -59 1 -142.40271 0 Infinity 0 -60 1 -193.7174 0 Infinity 0 -61 0 -397.39093 0 -0 0 -62 1 94.59152 1 -0 1 -63 1 -299.08777 0 Infinity 0 -64 0 -407.51724 0 -0 0 -65 1 -1.4446411 0.19082767 2.3896577349760051 0 -66 0 -409.98672 0 -0 0 -67 1 -280.94864 0 Infinity 0 -68 1 7.379181 0.9993763 0.00090009395415283305 1 -69 0 -413.5962 0 -0 0 -70 0 -381.1054 0 -0 0 -71 1 272.91934 1 -0 1 -72 0 -306.3418 0 -0 0 -73 1 -46.40683 7.010837E-21 66.950903271600339 0 -74 1 -37.5549 4.8990705E-17 54.180269564999037 0 -75 0 -402.02167 0 -0 0 -76 0 -379.04544 0 -0 0 -77 0 -279.64374 0 -0 0 -78 0 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0 0 +672 0 -414.214417 0 0 0 +673 0 -332.040558 0 0 0 +674 0 -407.171082 0 0 0 +675 0 -411.941345 0 0 0 +676 0 -410.5952 0 0 0 +677 0 -402.054169 0 0 0 +678 0 -400.513 0 0 0 +679 0 -400.898315 0 0 0 +680 1 390.4923 1 0 1 +681 1 376.423279 1 0 1 +682 0 -401.604431 0 0 0 +683 0 -400.513 0 0 0 +684 0 -400.513 0 0 0 +685 0 -400.513 0 0 0 +686 0 -400.513 0 0 0 +687 0 -380.409943 0 0 0 +688 0 -401.668884 0 0 0 +689 0 -366.611267 0 0 0 +690 0 -366.975464 0 0 0 +691 1 143.604248 1 0 1 +692 0 -401.2836 0 0 0 +693 0 -403.098541 0 0 0 +694 0 -402.750641 0 0 0 +695 0 -400.898315 0 0 0 +696 1 48.056427 1 0 1 +697 1 31.3800049 1 0 1 +698 1 12.3017273 0.99999547 6.5353555352246199E-06 1 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32-out.txt new file mode 100644 index 0000000000..bedd22058e --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32-out.txt @@ -0,0 +1,47 @@ +maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% out=%Output% seed=1 +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -456.6284, Weights: [0.1279876,32.69715,-3.546452,-0.4864577,-19.49884,12.29909,-6.273879,13.22529,21.40667] +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 16 | 223 | 0.0669 + negative || 0 | 444 | 1.0000 + ||====================== +Precision || 1.0000 | 0.6657 | +OVERALL 0/1 ACCURACY: 0.673499 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.979456 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.979456 (0.0000) +Accuracy: 0.673499 (0.0000) +Positive precision: 1.000000 (0.0000) +Positive recall: 0.066946 (0.0000) +Negative precision: 0.665667 (0.0000) +Negative recall: 1.000000 (0.0000) +Log-loss: Infinity (0.0000) +Log-loss reduction: -Infinity (0.0000) +F1 Score: 0.125490 (0.0000) +AUPRC: 0.969155 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + +--- Progress log --- +[1] 'Preprocessing' started. +[1] 'Preprocessing' finished in %Time%. +[2] 'Training' started. +[2] 'Training' finished in %Time%. +[3] 'Saving model' started. +[3] 'Saving model' finished in %Time%. diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32-rp.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32-rp.txt new file mode 100644 index 0000000000..8aec9bcaa6 --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32-rp.txt @@ -0,0 +1,4 @@ +SymSGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.979456 0.673499 1 0.066946 0.665667 1 Infinity -Infinity 0.12549 0.969155 1 SymSGD %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% out=%Output% seed=1 /nt:1 + diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32-summary.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32-summary.txt new file mode 100644 index 0000000000..329255440d --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32-summary.txt @@ -0,0 +1,12 @@ +Linear Binary Classification Predictor non-zero weights + +(Bias) -456.6284 +f1 32.69715 +f8 21.40667 +f4 -19.49884 +f7 13.22529 +f5 12.29909 +f6 -6.273879 +f2 -3.546452 +f3 -0.4864577 +f0 0.1279876 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32.txt new file mode 100644 index 0000000000..b9e7bf1014 --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows32.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -438.212463 0 0 0 +1 0 -326.283264 0 0 0 +2 0 -426.169342 0 0 0 +3 0 -137.279388 0 0 0 +4 0 -439.313354 0 0 0 +5 1 -123.971313 0 Infinity 0 +6 0 -328.0326 0 0 0 +7 0 -442.142883 0 0 0 +8 0 -340.422 0 0 0 +9 0 -399.369415 0 0 0 +10 0 -419.2256 0 0 0 +11 0 -432.32254 0 0 0 +12 1 -322.8838 0 Infinity 0 +13 0 -414.126221 0 0 0 +14 1 -154.737549 0 Infinity 0 +15 1 -416.8753 0 Infinity 0 +16 0 -432.0666 0 0 0 +17 0 -438.340454 0 0 0 +18 1 -178.273682 0 Infinity 0 +19 0 -438.084473 0 0 0 +20 1 -236.943329 0 Infinity 0 +21 1 -232.2113 0 Infinity 0 +22 0 -432.19455 0 0 0 +23 1 ? ? ? 0 +24 0 -438.724426 0 0 0 +25 1 -274.146576 0 Infinity 0 +26 0 -379.998566 0 0 0 +27 0 -431.9386 0 0 0 +28 0 -432.32254 0 0 0 +29 0 -433.269562 0 0 0 +30 0 -412.69574 0 0 0 +31 0 -438.596436 0 0 0 +32 1 -274.0442 0 Infinity 0 +33 0 -439.0829 0 0 0 +34 0 -435.741028 0 0 0 +35 0 -432.32254 0 0 0 +36 1 -182.183838 0 Infinity 0 +37 0 -410.984 0 0 0 +38 1 -190.3815 0 Infinity 0 +39 1 -292.268768 0 Infinity 0 +40 0 ? ? ? 0 +41 1 -285.9884 0 Infinity 0 +42 1 -138.347443 0 Infinity 0 +43 1 -447.3355 0 Infinity 0 +44 1 -206.010391 0 Infinity 0 +45 0 -411.043854 0 0 0 +46 1 -119.325348 0 Infinity 0 +47 0 -432.450531 0 0 0 +48 0 -439.313354 0 0 0 +49 1 -69.76193 5.04403074E-31 100.64519387273614 0 +50 1 -215.238342 0 Infinity 0 +51 1 -304.797272 0 Infinity 0 +52 1 -226.538986 0 Infinity 0 +53 1 -265.116852 0 Infinity 0 +54 1 -379.3969 0 Infinity 0 +55 1 -216.466782 0 Infinity 0 +56 1 -27.6732178 9.586813E-13 39.92401399017298 0 +57 1 -382.919067 0 Infinity 0 +58 1 -392.4595 0 Infinity 0 +59 1 -321.832825 0 Infinity 0 +60 1 -271.09668 0 Infinity 0 +61 0 -420.151459 0 0 0 +62 1 -218.79071 0 Infinity 0 +63 1 -323.7246 0 Infinity 0 +64 0 -432.450531 0 0 0 +65 1 -137.390533 0 Infinity 0 +66 0 -438.340454 0 0 0 +67 1 -290.230255 0 Infinity 0 +68 1 -114.557526 0 Infinity 0 +69 0 -425.4991 0 0 0 +70 0 -439.0315 0 0 0 +71 1 -34.31183 1.25476433E-15 49.501505004731023 0 +72 0 -392.7797 0 0 0 +73 1 -239.17334 0 Infinity 0 +74 1 -211.289063 0 Infinity 0 +75 0 -423.020355 0 0 0 +76 0 -443.0899 0 0 0 +77 0 -367.030762 0 0 0 +78 0 -413.870239 0 0 0 +79 0 -451.821381 0 0 0 +80 0 -415.0424 0 0 0 +81 0 -432.55304 0 0 0 +82 0 -405.51532 0 0 0 +83 0 -451.264862 0 0 0 +84 1 -128.591888 0 Infinity 0 +85 1 24.6499939 1 0 1 +86 1 -331.266632 0 Infinity 0 +87 1 -126.383148 0 Infinity 0 +88 0 -438.340454 0 0 0 +89 0 -452.307831 0 0 0 +90 0 -438.724426 0 0 0 +91 0 -426.407135 0 0 0 +92 0 -438.340454 0 0 0 +93 0 -432.450531 0 0 0 +94 0 -438.596436 0 0 0 +95 0 -438.724426 0 0 0 +96 0 -426.535126 0 0 0 +97 0 -438.212463 0 0 0 +98 1 -92.83182 4.826773E-41 133.92799304241879 0 +99 1 -132.1561 0 Infinity 0 +100 1 -352.72406 0 Infinity 0 +101 1 -276.929443 0 Infinity 0 +102 0 -441.8869 0 0 0 +103 1 -490.716919 0 Infinity 0 +104 1 -124.530731 0 Infinity 0 +105 1 -237.89624 0 Infinity 0 +106 1 -74.20352 5.94045878E-33 107.05305277648057 0 +107 1 -243.939133 0 Infinity 0 +108 0 -405.999939 0 0 0 +109 1 -130.205841 0 Infinity 0 +110 0 -326.207977 0 0 0 +111 1 -246.058777 0 Infinity 0 +112 1 -228.789017 0 Infinity 0 +113 1 -277.455627 0 Infinity 0 +114 0 -352.0224 0 0 0 +115 0 -376.9803 0 0 0 +116 0 -354.002716 0 0 0 +117 1 -76.76926 4.56599567E-34 110.75462573607129 0 +118 0 -440.576141 0 0 0 +119 0 -393.4722 0 0 0 +120 0 -442.757324 0 0 0 +121 0 -393.3442 0 0 0 +122 1 -164.285431 0 Infinity 0 +123 1 -379.402344 0 Infinity 0 +124 1 -335.8111 0 Infinity 0 +125 0 -432.450531 0 0 0 +126 1 -132.05304 0 Infinity 0 +127 0 -438.468445 0 0 0 +128 1 -235.803177 0 Infinity 0 +129 0 -582.167358 0 0 0 +130 0 -439.0315 0 0 0 +131 0 -438.596436 0 0 0 +132 1 -70.50278 2.40454516E-31 101.71400691684417 0 +133 0 -418.969269 0 0 0 +134 0 -451.6934 0 0 0 +135 0 -399.462769 0 0 0 +136 0 -432.0666 0 0 0 +137 0 -425.9207 0 0 0 +138 0 -435.613037 0 0 0 +139 0 ? ? ? 0 +140 0 -425.9207 0 0 0 +141 0 -426.048676 0 0 0 +142 1 -249.368362 0 Infinity 0 +143 0 -376.9803 0 0 0 +144 0 -432.32254 0 0 0 +145 0 ? ? ? 0 +146 1 -353.224854 0 Infinity 0 +147 0 -439.650269 0 0 0 +148 0 -476.4051 0 0 0 +149 1 -81.06387 6.22883938E-36 116.95044804402383 0 +150 0 -419.2256 0 0 0 +151 1 -313.260742 0 Infinity 0 +152 1 -72.6987 2.675197E-32 104.88205384964243 0 +153 0 -401.194519 0 0 0 +154 0 -426.176666 0 0 0 +155 1 -232.848938 0 Infinity 0 +156 0 -403.299835 0 0 0 +157 0 -438.596436 0 0 0 +158 0 ? ? ? 0 +159 1 24.6476746 1 0 1 +160 1 -123.72171 0 Infinity 0 +161 0 -425.115173 0 0 0 +162 0 -438.468445 0 0 0 +163 0 -254.126068 0 0 0 +164 0 ? ? ? 0 +165 0 -412.816071 0 0 0 +166 1 -143.87085 0 Infinity 0 +167 1 -130.323944 0 Infinity 0 +168 0 -438.468445 0 0 0 +169 0 -407.164276 0 0 0 +170 0 -425.9207 0 0 0 +171 0 -438.724426 0 0 0 +172 0 -432.450531 0 0 0 +173 1 17.1429749 0.99999994 8.5991327994145617E-08 1 +174 1 -217.616547 0 Infinity 0 +175 1 -212.02475 0 Infinity 0 +176 0 -438.596436 0 0 0 +177 1 -144.5289 0 Infinity 0 +178 0 -438.340454 0 0 0 +179 1 -348.1875 0 Infinity 0 +180 0 -419.2256 0 0 0 +181 0 -426.176666 0 0 0 +182 0 -438.084473 0 0 0 +183 1 -117.885925 0 Infinity 0 +184 1 -201.690826 0 Infinity 0 +185 0 -419.0976 0 0 0 +186 1 -213.664032 0 Infinity 0 +187 1 -49.2815247 3.956451E-22 71.098211210652323 0 +188 1 -115.368378 0 Infinity 0 +189 0 -413.120178 0 0 0 +190 1 -76.5910339 5.456782E-34 110.49750479872625 0 +191 1 -233.195847 0 Infinity 0 +192 0 -431.9386 0 0 0 +193 0 -438.724426 0 0 0 +194 0 -438.468445 0 0 0 +195 0 -438.340454 0 0 0 +196 0 -228.637161 0 0 0 +197 0 -439.671844 0 0 0 +198 0 -426.176666 0 0 0 +199 0 -432.19455 0 0 0 +200 1 -102.251984 4.203895E-45 147.41503749927884 0 +201 1 -311.6453 0 Infinity 0 +202 0 -438.724426 0 0 0 +203 0 -438.212463 0 0 0 +204 0 -438.724426 0 0 0 +205 1 32.5074158 1 0 1 +206 1 -168.039368 0 Infinity 0 +207 0 -419.2256 0 0 0 +208 0 -419.2256 0 0 0 +209 0 -418.713623 0 0 0 +210 1 67.03653 1 0 1 +211 1 -70.43234 2.58001544E-31 101.61239124309454 0 +212 0 -438.724426 0 0 0 +213 1 -8.244598 0.000262604619 11.894820087762833 0 +214 1 -66.19208 1.79120768E-29 95.494982129383416 0 +215 1 -150.80307 0 Infinity 0 +216 0 -432.450531 0 0 0 +217 0 -438.724426 0 0 0 +218 1 -100.04071 3.503246E-44 144.35614381022529 0 +219 0 -445.177368 0 0 0 +220 0 -439.210876 0 0 0 +221 1 -249.613556 0 Infinity 0 +222 1 -364.3443 0 Infinity 0 +223 1 -244.697891 0 Infinity 0 +224 1 -130.09549 0 Infinity 0 +225 0 -432.450531 0 0 0 +226 1 -183.3949 0 Infinity 0 +227 1 -122.61499 0 Infinity 0 +228 0 -419.2256 0 0 0 +229 1 -140.103668 0 Infinity 0 +230 1 -267.276428 0 Infinity 0 +231 1 -128.491028 0 Infinity 0 +232 0 -357.764343 0 0 0 +233 1 -309.691284 0 Infinity 0 +234 0 -329.99295 0 0 0 +235 0 ? ? ? 0 +236 1 38.6578979 1 0 1 +237 1 -124.313934 0 Infinity 0 +238 1 153.207672 1 0 1 +239 1 -220.557938 0 Infinity 0 +240 0 -401.25473 0 0 0 +241 0 -419.9425 0 0 0 +242 0 -438.596436 0 0 0 +243 0 -402.0758 0 0 0 +244 0 -438.724426 0 0 0 +245 0 -426.399841 0 0 0 +246 1 -59.20056 1.94770328E-26 85.408356561324808 0 +247 1 -225.533081 0 Infinity 0 +248 0 -372.214 0 0 0 +249 0 ? ? ? 0 +250 0 -397.02594 0 0 0 +251 1 -187.090546 0 Infinity 0 +252 0 -194.821411 0 0 0 +253 1 -138.347443 0 Infinity 0 +254 1 -218.79071 0 Infinity 0 +255 1 -155.124786 0 Infinity 0 +256 0 -425.9207 0 0 0 +257 0 -432.19455 0 0 0 +258 0 -438.468445 0 0 0 +259 0 -196.035248 0 0 0 +260 1 -214.528625 0 Infinity 0 +261 1 -115.751373 0 Infinity 0 +262 1 -119.10257 0 Infinity 0 +263 1 -281.448639 0 Infinity 0 +264 1 -266.07312 0 Infinity 0 +265 0 -435.626526 0 0 0 +266 1 -29.22699 2.02712074E-13 42.165633211813507 0 +267 1 -321.648926 0 Infinity 0 +268 1 -18.77658 7.005426E-09 27.088880066854738 0 +269 0 -438.724426 0 0 0 +270 1 -142.613739 0 Infinity 0 +271 0 -438.212463 0 0 0 +272 1 -321.648926 0 Infinity 0 +273 1 -372.049683 0 Infinity 0 +274 0 -425.243134 0 0 0 +275 0 ? ? ? 0 +276 0 -432.19455 0 0 0 +277 0 -432.450531 0 0 0 +278 0 -438.724426 0 0 0 +279 1 -98.4425354 1.765636E-43 142.02272007650009 0 +280 0 -438.468445 0 0 0 +281 0 -439.0829 0 0 0 +282 1 -226.831116 0 Infinity 0 +283 1 -232.618668 0 Infinity 0 +284 1 -133.753387 0 Infinity 0 +285 1 -107.903595 0 Infinity 0 +286 1 80.52054 1 0 1 +287 0 -451.6934 0 0 0 +288 1 -328.498779 0 Infinity 0 +289 1 -86.19394 3.68508762E-38 124.35156868400071 0 +290 0 -426.176666 0 0 0 +291 0 -438.724426 0 0 0 +292 1 ? ? ? 0 +293 1 -209.136414 0 Infinity 0 +294 0 ? ? ? 0 +295 1 -284.830933 0 Infinity 0 +296 0 -301.15387 0 0 0 +297 0 ? ? ? 0 +298 0 -451.0801 0 0 0 +299 1 -296.3222 0 Infinity 0 +300 1 -281.769226 0 Infinity 0 +301 0 -438.724426 0 0 0 +302 1 82.657135 1 0 1 +303 0 -438.724426 0 0 0 +304 1 -269.321655 0 Infinity 0 +305 1 34.1505737 1 0 1 +306 0 -438.724426 0 0 0 +307 0 -438.724426 0 0 0 +308 1 -121.759247 0 Infinity 0 +309 0 -401.819824 0 0 0 +310 0 -451.821381 0 0 0 +311 0 -426.176666 0 0 0 +312 1 -392.449768 0 Infinity 0 +313 0 -426.176666 0 0 0 +314 0 -412.9517 0 0 0 +315 0 ? ? ? 0 +316 1 -249.724091 0 Infinity 0 +317 1 -151.357086 0 Infinity 0 +318 0 -497.220947 0 0 0 +319 0 -379.791656 0 0 0 +320 1 -108.241058 0 Infinity 0 +321 0 ? ? ? 0 +322 0 -438.468445 0 0 0 +323 1 -257.813446 0 Infinity 0 +324 0 -438.724426 0 0 0 +325 0 -376.593262 0 0 0 +326 1 -299.752563 0 Infinity 0 +327 0 -432.450531 0 0 0 +328 1 -73.20392 1.61414359E-32 105.61093011724685 0 +329 1 -331.5729 0 Infinity 0 +330 1 -293.974243 0 Infinity 0 +331 0 -416.8058 0 0 0 +332 0 -390.049042 0 0 0 +333 1 -268.4147 0 Infinity 0 +334 1 -144.318817 0 Infinity 0 +335 0 -426.176666 0 0 0 +336 1 -213.51683 0 Infinity 0 +337 0 -438.724426 0 0 0 +338 0 -412.9517 0 0 0 +339 1 -192.303009 0 Infinity 0 +340 1 -227.54834 0 Infinity 0 +341 0 -438.724426 0 0 0 +342 0 -426.048676 0 0 0 +343 0 -426.176666 0 0 0 +344 1 -275.74292 0 Infinity 0 +345 0 -426.176666 0 0 0 +346 0 -390.0487 0 0 0 +347 0 -380.227234 0 0 0 +348 1 -387.4404 0 Infinity 0 +349 1 -307.056244 0 Infinity 0 +350 0 -426.637634 0 0 0 +351 0 -438.596436 0 0 0 +352 0 -368.579132 0 0 0 +353 1 -101.763611 7.006492E-45 146.67807190511266 0 +354 0 -432.450531 0 0 0 +355 0 -438.340118 0 0 0 +356 1 -305.5478 0 Infinity 0 +357 1 -72.4881 3.30231863E-32 104.57821970813997 0 +358 1 -83.2414856 7.058008E-37 120.0920784272964 0 +359 1 -237.813187 0 Infinity 0 +360 1 54.9130554 1 0 1 +361 1 -71.29642 1.0873251E-31 102.85898757906716 0 +362 0 -417.443359 0 0 0 +363 0 -320.502747 0 0 0 +364 0 -438.596436 0 0 0 +365 0 -432.32254 0 0 0 +366 1 35.96463 1 0 1 +367 1 -55.8688049 5.451127E-25 80.601647847716535 0 +368 0 -433.269562 0 0 0 +369 0 -420.044617 0 0 0 +370 0 -389.71756 0 0 0 +371 0 -433.269562 0 0 0 +372 0 -435.613037 0 0 0 +373 0 -432.425049 0 0 0 +374 0 -435.741028 0 0 0 +375 0 -426.176666 0 0 0 +376 0 -432.450531 0 0 0 +377 0 -412.9517 0 0 0 +378 0 -439.9275 0 0 0 +379 0 -422.4552 0 0 0 +380 0 -426.176666 0 0 0 +381 1 -80.21628 1.45382808E-35 115.72762664406238 0 +382 0 -396.578918 0 0 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0 +645 0 -432.19455 0 0 0 +646 0 -397.02594 0 0 0 +647 0 -427.149567 0 0 0 +648 1 -56.155426 4.09268532E-25 81.015154628322449 0 +649 0 -432.19455 0 0 0 +650 0 -409.0087 0 0 0 +651 0 -400.7263 0 0 0 +652 0 -418.7133 0 0 0 +653 0 -432.0666 0 0 0 +654 0 -438.468445 0 0 0 +655 0 -432.19455 0 0 0 +656 0 -431.9386 0 0 0 +657 0 -405.1734 0 0 0 +658 1 -114.684235 0 Infinity 0 +659 0 -426.176666 0 0 0 +660 0 -432.450531 0 0 0 +661 0 -438.340454 0 0 0 +662 0 -439.543457 0 0 0 +663 0 -439.543457 0 0 0 +664 0 -433.16748 0 0 0 +665 0 -426.176666 0 0 0 +666 0 -375.5938 0 0 0 +667 0 -438.468445 0 0 0 +668 1 -193.9188 0 Infinity 0 +669 1 -94.629425 7.99721E-42 136.52148315232356 0 +670 1 -126.7005 0 Infinity 0 +671 0 -406.257751 0 0 0 +672 0 -438.596436 0 0 0 +673 0 -383.315674 0 0 0 +674 0 -432.450531 0 0 0 +675 0 -436.432037 0 0 0 +676 0 -435.996979 0 0 0 +677 0 -425.6647 0 0 0 +678 0 -426.176666 0 0 0 +679 0 -426.048676 0 0 0 +680 1 76.1514 1 0 1 +681 1 -12.1481018 5.29839235E-06 17.526013888333686 0 +682 0 -424.987183 0 0 0 +683 0 -426.176666 0 0 0 +684 0 -426.176666 0 0 0 +685 0 -426.176666 0 0 0 +686 0 -426.176666 0 0 0 +687 0 -405.743958 0 0 0 +688 0 -425.7927 0 0 0 +689 0 -276.329956 0 0 0 +690 0 -427.149567 0 0 0 +691 1 -134.201324 0 Infinity 0 +692 0 -425.9207 0 0 0 +693 0 -410.7879 0 0 0 +694 0 -433.120422 0 0 0 +695 0 -426.048676 0 0 0 +696 1 -140.660187 0 Infinity 0 +697 1 -189.04425 0 Infinity 0 +698 1 -230.273956 0 Infinity 0 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64-out.txt new file mode 100644 index 0000000000..bd3dd3ba76 --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64-out.txt @@ -0,0 +1,47 @@ +maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% out=%Output% seed=1 +Not adding a normalizer. +Data fully loaded into memory. +Initial learning rate is tuned to 100.000000 +Bias: -473.82773, Weights: [1.8576517,52.924484,9.490602,14.593927,-17.657146,10.126332,-8.042431,1.9634984,26.753149] +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 141 | 98 | 0.5900 + negative || 2 | 442 | 0.9955 + ||====================== +Precision || 0.9860 | 0.8185 | +OVERALL 0/1 ACCURACY: 0.853587 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.985535 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.985535 (0.0000) +Accuracy: 0.853587 (0.0000) +Positive precision: 0.986014 (0.0000) +Positive recall: 0.589958 (0.0000) +Negative precision: 0.818519 (0.0000) +Negative recall: 0.995495 (0.0000) +Log-loss: Infinity (0.0000) +Log-loss reduction: -Infinity (0.0000) +F1 Score: 0.738220 (0.0000) +AUPRC: 0.975735 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + +--- Progress log --- +[1] 'Preprocessing' started. +[1] 'Preprocessing' finished in %Time%. +[2] 'Training' started. +[2] 'Training' finished in %Time%. +[3] 'Saving model' started. +[3] 'Saving model' finished in %Time%. diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64-rp.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64-rp.txt new file mode 100644 index 0000000000..62e950c9cf --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64-rp.txt @@ -0,0 +1,4 @@ +SymSGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.985535 0.853587 0.986014 0.589958 0.818519 0.995495 Infinity -Infinity 0.73822 0.975735 1 SymSGD %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% out=%Output% seed=1 /nt:1 + diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64-summary.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64-summary.txt new file mode 100644 index 0000000000..99570e33f3 --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64-summary.txt @@ -0,0 +1,12 @@ +Linear Binary Classification Predictor non-zero weights + +(Bias) -473.82773 +f1 52.924484 +f8 26.753149 +f4 -17.657146 +f3 14.593927 +f5 10.126332 +f2 9.490602 +f6 -8.042431 +f7 1.9634984 +f0 1.8576517 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64.txt new file mode 100644 index 0000000000..b9616ca7ef --- /dev/null +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.windows64.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -408.12906 0 -0 0 +1 0 -157.69333 0 -0 0 +2 0 -401.71802 0 -0 0 +3 0 55.136993 1 Infinity 1 +4 0 -380.79886 0 -0 0 +5 1 227.71481 1 -0 1 +6 0 -324.42267 0 -0 0 +7 0 -404.21143 0 -0 0 +8 0 -290.60455 0 -0 0 +9 0 -349.01978 0 -0 0 +10 0 -397.90253 0 -0 0 +11 0 -405.6596 0 -0 0 +12 1 -236.01031 0 Infinity 0 +13 0 -395.307 0 -0 0 +14 1 149.05203 1 -0 1 +15 1 -229.14954 0 Infinity 0 +16 0 -401.94427 0 -0 0 +17 0 -409.98672 0 -0 0 +18 1 123.15268 1 -0 1 +19 0 -406.27142 0 -0 0 +20 1 -49.49823 3.1856046E-22 71.410850872130254 0 +21 1 -144.36145 0 Infinity 0 +22 0 -403.80194 0 -0 0 +23 1 ? ? ? 0 +24 0 -415.55966 0 -0 0 +25 1 -221.86612 0 Infinity 0 +26 0 -333.2203 0 -0 0 +27 0 -400.08664 0 -0 0 +28 0 -405.6596 0 -0 0 +29 0 -380.4936 0 -0 0 +30 0 -386.14478 0 -0 0 +31 0 -413.70203 0 -0 0 +32 1 -33.372955 3.2085564E-15 48.146997099382261 0 +33 0 -399.1081 0 -0 0 +34 0 -394.31134 0 -0 0 +35 0 -405.6596 0 -0 0 +36 1 169.91983 1 -0 1 +37 0 -367.8595 0 -0 0 +38 1 -19.262756 4.308154E-09 27.790283088059642 0 +39 1 -188.02133 0 Infinity 0 +40 0 ? ? ? 0 +41 1 -208.01074 0 Infinity 0 +42 1 180.51608 1 -0 1 +43 1 -173.83176 0 Infinity 0 +44 1 78.19327 1 -0 1 +45 0 -380.7641 0 -0 0 +46 1 57.826324 1 -0 1 +47 0 -407.51724 0 -0 0 +48 0 -380.79886 0 -0 0 +49 1 113.66281 1 -0 1 +50 1 12.741394 0.9999971 4.2135810992924211E-06 1 +51 1 -203.24762 0 Infinity 0 +52 1 -171.71451 0 Infinity 0 +53 1 5.5920715 0.9962866 0.0053673173207498346 1 +54 1 -143.43912 0 Infinity 0 +55 1 -42.56903 3.254654E-19 61.414129601959957 0 +56 1 207.86221 1 -0 1 +57 1 -304.06616 0 Infinity 0 +58 1 -331.79984 0 Infinity 0 +59 1 -142.40271 0 Infinity 0 +60 1 -193.7174 0 Infinity 0 +61 0 -397.39093 0 -0 0 +62 1 94.59152 1 -0 1 +63 1 -299.08777 0 Infinity 0 +64 0 -407.51724 0 -0 0 +65 1 -1.4446411 0.19082767 2.3896577349760051 0 +66 0 -409.98672 0 -0 0 +67 1 -280.94864 0 Infinity 0 +68 1 7.379181 0.9993763 0.00090009395415283305 1 +69 0 -413.5962 0 -0 0 +70 0 -381.1054 0 -0 0 +71 1 272.91934 1 -0 1 +72 0 -306.3418 0 -0 0 +73 1 -46.40683 7.010837E-21 66.950903271600339 0 +74 1 -37.5549 4.8990705E-17 54.180269564999037 0 +75 0 -402.02167 0 -0 0 +76 0 -379.04544 0 -0 0 +77 0 -279.64374 0 -0 0 +78 0 -391.5917 0 -0 0 +79 0 -423.31674 0 -0 0 +80 0 -365.7995 0 -0 0 +81 0 -387.35034 0 -0 0 +82 0 -355.20456 0 -0 0 +83 0 -433.88776 0 -0 0 +84 1 80.04312 1 -0 1 +85 1 255.17361 1 -0 1 +86 1 -198.9997 0 Infinity 0 +87 1 54.489716 1 -0 1 +88 0 -409.98672 0 -0 0 +89 0 -408.7228 0 -0 0 +90 0 -415.55966 0 -0 0 +91 0 -381.16556 0 -0 0 +92 0 -409.98672 0 -0 0 +93 0 -407.51724 0 -0 0 +94 0 -413.70203 0 -0 0 +95 0 -415.55966 0 -0 0 +96 0 -383.02322 0 -0 0 +97 0 -408.12906 0 -0 0 +98 1 128.34598 1 -0 1 +99 1 88.045746 1 -0 1 +100 1 -311.35663 0 Infinity 0 +101 1 -179.19772 0 Infinity 0 +102 0 -400.4961 0 -0 0 +103 1 -413.19604 0 Infinity 0 +104 1 313.78757 1 -0 1 +105 1 -61.233307 2.5510132E-27 88.340988178775106 0 +106 1 348.14706 1 -0 1 +107 1 27.732574 1 -0 1 +108 0 -403.59024 0 -0 0 +109 1 -23.885345 4.2337602E-11 34.459269480355637 0 +110 0 -270.39514 0 -0 0 +111 1 -52.234833 2.0639556E-23 75.358934221989117 0 +112 1 -26.26474 3.9207426E-12 37.892010194267165 0 +113 1 81.497955 1 -0 1 +114 0 -276.25214 0 -0 0 +115 0 -358.96948 0 -0 0 +116 0 -265.6361 0 -0 0 +117 1 189.79794 1 -0 1 +118 0 -414.53644 0 -0 0 +119 0 -348.79355 0 -0 0 +120 0 -391.47516 0 -0 0 +121 0 -346.93588 0 -0 0 +122 1 168.7172 1 -0 1 +123 1 -291.28146 0 Infinity 0 +124 1 -199.72174 0 Infinity 0 +125 0 -407.51724 0 -0 0 +126 1 52.34854 1 -0 1 +127 0 -411.84436 0 -0 0 +128 1 -124.14188 0 Infinity 0 +129 0 -540.732 0 -0 0 +130 0 -381.1054 0 -0 0 +131 0 -413.70203 0 -0 0 +132 1 314.48874 1 -0 1 +133 0 -401.83844 0 -0 0 +134 0 -421.45908 0 -0 0 +135 0 -394.07574 0 -0 0 +136 0 -401.94427 0 -0 0 +137 0 -395.75952 0 -0 0 +138 0 -392.45367 0 -0 0 +139 0 ? ? ? 0 +140 0 -395.75952 0 -0 0 +141 0 -397.61716 0 -0 0 +142 1 -52.674408 1.3298275E-23 75.993107089735332 0 +143 0 -358.96948 0 -0 0 +144 0 -405.6596 0 -0 0 +145 0 ? ? ? 0 +146 1 -208.30124 0 Infinity 0 +147 0 -415.04807 0 -0 0 +148 0 -490.93976 0 -0 0 +149 1 160.6141 1 -0 1 +150 0 -397.90253 0 -0 0 +151 1 -259.19714 0 Infinity 0 +152 1 199.53384 1 -0 1 +153 0 -373.64917 0 -0 0 +154 0 -399.47482 0 -0 0 +155 1 -12.019196 6.027359E-06 17.340042530153834 0 +156 0 -345.10214 0 -0 0 +157 0 -413.70203 0 -0 0 +158 0 ? ? ? 0 +159 1 277.0767 1 -0 1 +160 1 80.046295 1 -0 1 +161 0 -408.02322 0 -0 0 +162 0 -411.84436 0 -0 0 +163 0 -186.45218 0 -0 0 +164 0 ? ? ? 0 +165 0 -397.89688 0 -0 0 +166 1 71.9664 1 -0 1 +167 1 358.5411 1 -0 1 +168 0 -411.84436 0 -0 0 +169 0 -367.22372 0 -0 0 +170 0 -395.75952 0 -0 0 +171 0 -415.55966 0 -0 0 +172 0 -407.51724 0 -0 0 +173 1 393.8972 1 -0 1 +174 1 -6.836975 0.0010721944 9.8652177428606258 0 +175 1 52.425385 1 -0 1 +176 0 -413.70203 0 -0 0 +177 1 131.94467 1 -0 1 +178 0 -409.98672 0 -0 0 +179 1 -233.60265 0 Infinity 0 +180 0 -397.90253 0 -0 0 +181 0 -399.47482 0 -0 0 +182 0 -406.27142 0 -0 0 +183 1 150.67435 1 -0 1 +184 1 45.96341 1 -0 1 +185 0 -396.04486 0 -0 0 +186 1 -61.043243 3.0850075E-27 88.066784542782258 0 +187 1 232.5535 1 -0 1 +188 1 109.48929 1 -0 1 +189 0 -343.654 0 -0 0 +190 1 250.81009 1 -0 1 +191 1 37.06009 1 -0 1 +192 0 -400.08664 0 -0 0 +193 0 -415.55966 0 -0 0 +194 0 -411.84436 0 -0 0 +195 0 -409.98672 0 -0 0 +196 0 -123.16354 0 -0 0 +197 0 -364.34726 0 -0 0 +198 0 -399.47482 0 -0 0 +199 0 -403.80194 0 -0 0 +200 1 105.4144 1 -0 1 +201 1 -8.485748 0.00020634632 12.242644684054527 0 +202 0 -415.55966 0 -0 0 +203 0 -408.12906 0 -0 0 +204 0 -415.55966 0 -0 0 +205 1 383.38095 1 -0 1 +206 1 142.66586 1 -0 1 +207 0 -397.90253 0 -0 0 +208 0 -397.90253 0 -0 0 +209 0 -390.47192 0 -0 0 +210 1 439.91568 1 -0 1 +211 1 257.53732 1 -0 1 +212 0 -415.55966 0 -0 0 +213 1 362.8528 1 -0 1 +214 1 321.2407 1 -0 1 +215 1 84.86221 1 -0 1 +216 0 -407.51724 0 -0 0 +217 0 -415.55966 0 -0 0 +218 1 178.51901 1 -0 1 +219 0 -387.2902 0 -0 0 +220 0 -400.96576 0 -0 0 +221 1 -157.26205 0 Infinity 0 +222 1 -314.59396 0 Infinity 0 +223 1 -89.127014 1.961686E-39 128.5831014734247 0 +224 1 7.5603943 0.9994796 0.00075098568883261673 1 +225 0 -407.51724 0 -0 0 +226 1 -55.099 1.1770876E-24 79.491052637078127 0 +227 1 157.59982 1 -0 1 +228 0 -397.90253 0 -0 0 +229 1 111.37961 1 -0 1 +230 1 -124.16632 0 Infinity 0 +231 1 82.02402 1 -0 1 +232 0 -188.91437 0 -0 0 +233 1 -113.60614 0 Infinity 0 +234 0 -304.34445 0 -0 0 +235 0 ? ? ? 0 +236 1 284.33328 1 -0 1 +237 1 123.969086 1 -0 1 +238 1 530.16907 1 -0 1 +239 1 -118.41708 0 Infinity 0 +240 0 -337.86426 0 -0 0 +241 0 -364.99936 0 -0 0 +242 0 -413.70203 0 -0 0 +243 0 -391.13922 0 -0 0 +244 0 -415.55966 0 -0 0 +245 0 -383.4088 0 -0 0 +246 1 281.07755 1 -0 1 +247 1 -130.3732 0 Infinity 0 +248 0 -400.16922 0 -0 0 +249 0 ? ? ? 0 +250 0 -337.05972 0 -0 0 +251 1 52.23526 1 -0 1 +252 0 -88.22543 4.832603E-39 -0 0 +253 1 180.51608 1 -0 1 +254 1 94.59152 1 -0 1 +255 1 -15.819519 1.3479386E-07 22.822741829375925 0 +256 0 -395.75952 0 -0 0 +257 0 -403.80194 0 -0 0 +258 0 -411.84436 0 -0 0 +259 0 -9.835175 5.3532152E-05 7.7232637997642369E-05 0 +260 1 121.537994 1 -0 1 +261 1 236.98923 1 -0 1 +262 1 107.362274 1 -0 1 +263 1 -67.97266 3.0189121E-30 98.063814088171995 0 +264 1 99.14328 1 -0 1 +265 0 -377.69376 0 -0 0 +266 1 250.238 1 -0 1 +267 1 -212.12894 0 Infinity 0 +268 1 224.22147 1 -0 1 +269 0 -415.55966 0 -0 0 +270 1 -70.8981 1.6193682E-31 102.28433989971496 0 +271 0 -408.12906 0 -0 0 +272 1 -212.12894 0 Infinity 0 +273 1 -306.36862 0 Infinity 0 +274 0 -409.88086 0 -0 0 +275 0 ? ? ? 0 +276 0 -403.80194 0 -0 0 +277 0 -407.51724 0 -0 0 +278 0 -415.55966 0 -0 0 +279 1 133.28848 1 -0 1 +280 0 -411.84436 0 -0 0 +281 0 -399.1081 0 -0 0 +282 1 -56.904358 1.9353137E-25 82.095634943121823 0 +283 1 -113.63519 0 Infinity 0 +284 1 55.302032 1 -0 1 +285 1 284.70944 1 -0 1 +286 1 494.52756 1 -0 1 +287 0 -421.45908 0 -0 0 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0 +325 0 -337.45984 0 -0 0 +326 1 -317.8982 0 Infinity 0 +327 0 -407.51724 0 -0 0 +328 1 84.76132 1 -0 1 +329 1 -142.83676 0 Infinity 0 +330 1 -121.772766 0 Infinity 0 +331 0 -381.37592 0 -0 0 +332 0 -321.11414 0 -0 0 +333 1 -77.22571 2.892685E-34 111.41314601336352 0 +334 1 54.32126 1 -0 1 +335 0 -399.47482 0 -0 0 +336 1 7.259613 0.99929714 0.0010143662289555308 1 +337 0 -415.55966 0 -0 0 +338 0 -389.8601 0 -0 0 +339 1 -7.498535 0.0005535885 10.81889840795025 0 +340 1 -205.22586 0 Infinity 0 +341 0 -415.55966 0 -0 0 +342 0 -397.61716 0 -0 0 +343 0 -399.47482 0 -0 0 +344 1 -46.176544 8.8263604E-21 66.618671327779126 0 +345 0 -399.47482 0 -0 0 +346 0 -328.76532 0 -0 0 +347 0 -377.89066 0 -0 0 +348 1 -142.29822 0 Infinity 0 +349 1 -248.83038 0 Infinity 0 +350 0 -362.85632 0 -0 0 +351 0 -413.70203 0 -0 0 +352 0 -252.17867 0 -0 0 +353 1 211.38187 1 -0 1 +354 0 -407.51724 0 -0 0 +355 0 -417.63794 0 -0 0 +356 1 -223.27007 0 Infinity 0 +357 1 355.65237 1 -0 1 +358 1 128.48605 1 -0 1 +359 1 -106.78653 0 Infinity 0 +360 1 454.92728 1 -0 1 +361 1 299.4855 1 -0 1 +362 0 -356.4485 0 -0 0 +363 0 -179.85245 0 -0 0 +364 0 -413.70203 0 -0 0 +365 0 -405.6596 0 -0 0 +366 1 418.0245 1 -0 1 +367 1 229.25302 1 -0 1 +368 0 -380.4936 0 -0 0 +369 0 -370.87888 0 -0 0 +370 0 -304.26187 0 -0 0 +371 0 -380.4936 0 -0 0 +372 0 -392.45367 0 -0 0 +373 0 -385.4927 0 -0 0 +374 0 -394.31134 0 -0 0 +375 0 -399.47482 0 -0 0 +376 0 -407.51724 0 -0 0 +377 0 -389.8601 0 -0 0 +378 0 -375.7138 0 -0 0 +379 0 -309.1226 0 -0 0 +380 0 -399.47482 0 -0 0 +381 1 75.38931 1 -0 1 +382 0 -332.87186 0 -0 0 +383 0 -397.61716 0 -0 0 +384 0 -397.61716 0 -0 0 +385 0 -228.01337 0 -0 0 +386 1 -4.183197 0.015020616 6.0569121764874518 0 +387 0 -286.36212 0 -0 0 +388 0 -403.6961 0 -0 0 +389 0 -405.65393 0 -0 0 +390 0 -392.9233 0 -0 0 +391 1 129.37411 1 -0 1 +392 0 -403.80194 0 -0 0 +393 0 -381.81766 0 -0 0 +394 0 -335.61154 0 -0 0 +395 0 -403.80194 0 -0 0 +396 0 -411.84436 0 -0 0 +397 0 -393.90186 0 -0 0 +398 0 -348.91394 0 -0 0 +399 0 -327.56912 0 -0 0 +400 1 371.80032 1 -0 1 +401 0 -395.75952 0 -0 0 +402 0 -275.25647 0 -0 0 +403 0 -365.3805 0 -0 0 +404 0 -315.399 0 -0 0 +405 0 -407.51724 0 -0 0 +406 0 -339.52917 0 -0 0 +407 0 -407.51724 0 -0 0 +408 0 -273.6422 0 -0 0 +409 0 -394.31134 0 -0 0 +410 0 -407.51724 0 -0 0 +411 0 ? ? ? 0 +412 1 127.94266 1 -0 1 +413 0 -398.63846 0 -0 0 +414 1 -69.641174 5.691442E-31 100.47097677316194 0 +415 0 -213.08563 0 -0 0 +416 1 -40.525726 2.511312E-18 58.466264391890221 0 +417 0 -407.51724 0 -0 0 +418 0 -292.27704 0 -0 0 +419 0 -344.73962 0 -0 0 +420 0 -299.98877 0 -0 0 +421 1 162.08975 1 -0 1 +422 0 -281.22955 0 -0 0 +423 0 -381.1054 0 -0 0 +424 0 -395.75952 0 -0 0 +425 1 203.637 1 -0 1 +426 0 -238.74225 0 -0 0 +427 1 -27.582458 1.0497611E-12 39.793076121669408 0 +428 0 -407.51724 0 -0 0 +429 0 -405.6596 0 -0 0 +430 0 -299.70477 0 -0 0 +431 0 -412.292 0 -0 0 +432 0 -398.12314 0 -0 0 +433 0 -304.1566 0 -0 0 +434 0 144.27774 1 Infinity 1 +435 1 114.44101 1 -0 1 +436 1 114.05344 1 -0 1 +437 0 -393.90186 0 -0 0 +438 0 -345.7328 0 -0 0 +439 0 -392.0442 0 -0 0 +440 1 -90.21515 6.60782E-40 130.15294877284401 0 +441 0 -255.46835 0 -0 0 +442 0 -350.03427 0 -0 0 +443 0 -389.34848 0 -0 0 +444 0 -344.77414 0 -0 0 +445 0 -397.61716 0 -0 0 +446 0 -399.47482 0 -0 0 +447 0 -392.0442 0 -0 0 +448 0 -381.81766 0 -0 0 +449 1 85.467926 1 -0 1 +450 0 -355.09927 0 -0 0 +451 0 -392.0442 0 -0 0 +452 0 -366.57162 0 -0 0 +453 1 -82.176544 2.0472945E-36 118.55569280061955 0 +454 0 -309.42535 0 -0 0 +455 1 -242.95602 0 Infinity 0 +456 1 13.672363 0.99999887 1.6338361083469547E-06 1 +457 1 27.80832 1 -0 1 +458 0 -382.5536 0 -0 0 +459 0 -373.063 0 -0 0 +460 0 -362.85632 0 -0 0 +461 0 -355.25418 0 -0 0 +462 0 -360.9987 0 -0 0 +463 0 -391.93835 0 -0 0 +464 0 -393.90186 0 -0 0 +465 1 177.31137 1 -0 1 +466 1 -52.82242 1.1468728E-23 76.206640785271475 0 +467 1 24.40329 1 -0 1 +468 0 -393.90186 0 -0 0 +469 0 -398.02664 0 -0 0 +470 0 -386.14478 0 -0 0 +471 0 -360.9987 0 -0 0 +472 0 -372.5294 0 -0 0 +473 0 -393.90186 0 -0 0 +474 0 -392.0442 0 -0 0 +475 0 -395.75952 0 -0 0 +476 0 -384.41125 0 -0 0 +477 0 -393.90186 0 -0 0 +478 0 -339.11972 0 -0 0 +479 1 180.28061 1 -0 1 +480 0 -374.38705 0 -0 0 +481 0 -232.92288 0 -0 0 +482 1 393.78366 1 -0 1 +483 1 47.38315 1 -0 1 +484 0 -382.5536 0 -0 0 +485 0 -332.37714 0 -0 0 +486 0 -386.14478 0 -0 0 +487 1 381.54922 1 -0 1 +488 1 21.081238 1 -0 1 +489 1 -286.25244 0 Infinity 0 +490 0 -399.47482 0 -0 0 +491 1 123.3591 1 -0 1 +492 0 -384.28714 0 -0 0 +493 1 315.94034 1 -0 1 +494 0 -254.05966 0 -0 0 +495 0 -386.14478 0 -0 0 +496 0 -381.81766 0 -0 0 +497 0 -340.97736 0 -0 0 +498 0 -401.94427 0 -0 0 +499 0 -401.94427 0 -0 0 +500 0 -406.27142 0 -0 0 +501 0 -401.94427 0 -0 0 +502 0 -387.35034 0 -0 0 +503 0 -409.98672 0 -0 0 +504 0 -399.47482 0 -0 0 +505 0 -289.91055 0 -0 0 +506 1 408.96555 1 -0 1 +507 0 -369.09583 0 -0 0 +508 0 -392.0442 0 -0 0 +509 0 -397.61716 0 -0 0 +510 0 -399.47482 0 -0 0 +511 0 -400.08664 0 -0 0 +512 0 -392.0442 0 -0 0 +513 0 -386.14478 0 -0 0 +514 1 124.332245 1 -0 1 +515 1 225.26578 1 -0 1 +516 0 -381.81766 0 -0 0 +517 0 -389.8601 0 -0 0 +518 0 -371.67496 0 -0 0 +519 1 10.750305 0.99997854 3.0957209291316721E-05 1 +520 0 -417.13196 0 -0 0 +521 0 -411.559 0 -0 0 +522 1 -163.71771 0 Infinity 0 +523 1 29.747375 1 -0 1 +524 0 -403.80194 0 -0 0 +525 0 -381.16556 0 -0 0 +526 0 -393.90186 0 -0 0 +527 0 -409.98672 0 -0 0 +528 0 -356.61142 0 -0 0 +529 0 -384.28714 0 -0 0 +530 1 -140.57727 0 Infinity 0 +531 0 -339.52917 0 -0 0 +532 0 -397.90253 0 -0 0 +533 0 -403.80194 0 -0 0 +534 0 -405.6596 0 -0 0 +535 0 -381.98456 0 -0 0 +536 0 -408.12906 0 -0 0 +537 0 -398.63846 0 -0 0 +538 0 -401.94427 0 -0 0 +539 0 -398.22897 0 -0 0 +540 0 -389.9603 0 -0 0 +541 0 -395.75952 0 -0 0 +542 0 -286.19525 0 -0 0 +543 0 -401.94427 0 -0 0 +544 0 -372.08447 0 -0 0 +545 0 -400.08664 0 -0 0 +546 1 328.13425 1 -0 1 +547 0 -379.96002 0 -0 0 +548 0 -378.10236 0 -0 0 +549 1 86.12131 1 -0 1 +550 0 -403.80194 0 -0 0 +551 0 -415.55966 0 -0 0 +552 0 -340.9143 0 -0 0 +553 0 -166.42178 0 -0 0 +554 0 -395.75952 0 -0 0 +555 0 -298.43567 0 -0 0 +556 0 -305.42047 0 -0 0 +557 0 -362.85632 0 -0 0 +558 0 -405.6596 0 -0 0 +559 0 -400.08664 0 -0 0 +560 0 -408.12906 0 -0 0 +561 0 -408.12906 0 -0 0 +562 0 -415.55966 0 -0 0 +563 0 -403.80194 0 -0 0 +564 0 -408.02322 0 -0 0 +565 1 125.71866 1 -0 1 +566 0 -402.35376 0 -0 0 +567 0 -381.69162 0 -0 0 +568 1 -152.1529 0 Infinity 0 +569 1 192.7659 1 -0 1 +570 1 92.96341 1 -0 1 +571 1 73.64969 1 -0 1 +572 0 -403.80194 0 -0 0 +573 0 -407.51724 0 -0 0 +574 1 65.10989 1 -0 1 +575 0 -398.63846 0 -0 0 +576 0 -400.08664 0 -0 0 +577 0 -407.51724 0 -0 0 +578 0 -407.51724 0 -0 0 +579 0 -415.55966 0 -0 0 +580 0 -390.59604 0 -0 0 +581 1 81.6528 1 -0 1 +582 1 215.75406 1 -0 1 +583 0 -395.75952 0 -0 0 +584 0 -336.7317 0 -0 0 +585 0 -399.47482 0 -0 0 +586 1 272.40793 1 -0 1 +587 0 -398.12314 0 -0 0 +588 1 94.54025 1 -0 1 +589 0 -392.0442 0 -0 0 +590 1 99.53232 1 -0 1 +591 1 -38.620422 1.687966E-17 55.717491824937355 0 +592 1 -140.70691 0 Infinity 0 +593 0 -382.5536 0 -0 0 +594 1 60.778473 1 -0 1 +595 0 -400.08664 0 -0 0 +596 0 -392.45367 0 -0 0 +597 0 -389.14786 0 -0 0 +598 0 -403.80194 0 -0 0 +599 0 -292.99078 0 -0 0 +600 0 -403.80194 0 -0 0 +601 0 -389.8601 0 -0 0 +602 0 -401.94427 0 -0 0 +603 1 -157.6001 0 Infinity 0 +604 1 -165.92548 0 Infinity 0 +605 1 -19.545685 3.2465115E-09 28.198462532395524 0 +606 0 -379.30792 0 -0 0 +607 0 -399.47482 0 -0 0 +608 1 178.53488 1 -0 1 +609 0 -392.0442 0 -0 0 +610 1 -21.677551 3.850872E-10 31.274095733607311 0 +611 1 209.74881 1 -0 1 +612 1 513.1863 1 -0 1 +613 0 -299.8106 0 -0 0 +614 0 -388.00244 0 -0 0 +615 0 -382.96307 0 -0 0 +616 0 -403.80194 0 -0 0 +617 0 ? ? ? 0 +618 0 -401.94427 0 -0 0 +619 0 -400.08664 0 -0 0 +620 0 -403.80194 0 -0 0 +621 0 -283.9115 0 -0 0 +622 0 -357.69287 0 -0 0 +623 0 -399.47482 0 -0 0 +624 0 -367.83554 0 -0 0 +625 0 -364.05646 0 -0 0 +626 1 -44.072113 7.239766E-20 63.582618862967486 0 +627 0 -357.11182 0 -0 0 +628 0 -397.61716 0 -0 0 +629 0 -393.90186 0 -0 0 +630 0 -318.28085 0 -0 0 +631 0 -400.08664 0 -0 0 +632 0 -399.47482 0 -0 0 +633 1 -43.887817 8.704886E-20 63.316736455503644 0 +634 0 -395.75952 0 -0 0 +635 0 -367.2877 0 -0 0 +636 1 163.17575 1 -0 1 +637 0 -281.2338 0 -0 0 +638 0 -393.90186 0 -0 0 +639 0 -362.85632 0 -0 0 +640 0 -364.714 0 -0 0 +641 0 -403.80194 0 -0 0 +642 0 -403.80194 0 -0 0 +643 0 -399.47482 0 -0 0 +644 0 -397.61716 0 -0 0 +645 0 -403.80194 0 -0 0 +646 0 -337.05972 0 -0 0 +647 0 -370.28696 0 -0 0 +648 1 355.9741 1 -0 1 +649 0 -403.80194 0 -0 0 +650 0 -368.44373 0 -0 0 +651 0 -325.4049 0 -0 0 +652 0 -398.12314 0 -0 0 +653 0 -401.94427 0 -0 0 +654 0 -411.84436 0 -0 0 +655 0 -403.80194 0 -0 0 +656 0 -400.08664 0 -0 0 +657 0 -307.5186 0 -0 0 +658 1 216.83536 1 -0 1 +659 0 -399.47482 0 -0 0 +660 0 -407.51724 0 -0 0 +661 0 -409.98672 0 -0 0 +662 0 -388.53604 0 -0 0 +663 0 -388.53604 0 -0 0 +664 0 -374.61407 0 -0 0 +665 0 -399.47482 0 -0 0 +666 0 -288.28204 0 -0 0 +667 0 -411.84436 0 -0 0 +668 1 -93.730865 1.9643E-41 135.22500709106683 0 +669 1 228.7999 1 -0 1 +670 1 215.21078 1 -0 1 +671 0 -344.32596 0 -0 0 +672 0 -413.70203 0 -0 0 +673 0 -294.3618 0 -0 0 +674 0 -407.51724 0 -0 0 +675 0 -365.43005 0 -0 0 +676 0 -398.02664 0 -0 0 +677 0 -392.0442 0 -0 0 +678 0 -399.47482 0 -0 0 +679 0 -397.61716 0 -0 0 +680 1 454.2993 1 -0 1 +681 1 388.0137 1 -0 1 +682 0 -406.16556 0 -0 0 +683 0 -399.47482 0 -0 0 +684 0 -399.47482 0 -0 0 +685 0 -399.47482 0 -0 0 +686 0 -399.47482 0 -0 0 +687 0 -399.87494 0 -0 0 +688 0 -393.90186 0 -0 0 +689 0 -212.20276 0 -0 0 +690 0 -370.28696 0 -0 0 +691 1 215.02158 1 -0 1 +692 0 -395.75952 0 -0 0 +693 0 -377.04877 0 -0 0 +694 0 -403.2903 0 -0 0 +695 0 -397.61716 0 -0 0 +696 1 118.97397 1 -0 1 +697 1 17.961792 1 -0 1 +698 1 40.079132 1 -0 1 diff --git a/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs b/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs index ea15270f06..7138473a49 100644 --- a/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs +++ b/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs @@ -277,23 +277,33 @@ public void BinaryClassifierLogisticRegressionTest() Done(); } - [X64Fact("x86 output differs from Baseline")] + [Theory] [TestCategory("Binary")] //Skipping test temporarily. This test will be re-enabled once the cause of failures has been determined - [Trait("Category", "SkipInCI")] - public void BinaryClassifierSymSgdTest() + [Trait("Category", "RunSpecificTest")] + [IterationData(iterations: 100)] + public void BinaryClassifierSymSgdTest(int iterations) { - // Linux uses a version of MKL that doesn't support conditional numerical reproducibility the same way as - // Windows runs. - if (RuntimeInformation.IsOSPlatform(OSPlatform.Linux)) - return; - + if (iterations % 10 == 0) + Console.WriteLine(iterations); //Results sometimes go out of error tolerance on OS X. - if (RuntimeInformation.IsOSPlatform(OSPlatform.OSX)) - return; + //if (RuntimeInformation.IsOSPlatform(OSPlatform.OSX)) + // return; + + var extraTag = ""; + if (RuntimeInformation.IsOSPlatform(OSPlatform.Windows) && Environment.Is64BitProcess) + extraTag = null; + else if (RuntimeInformation.IsOSPlatform(OSPlatform.Windows) && !Environment.Is64BitProcess) + extraTag = "linux"; + else if (RuntimeInformation.IsOSPlatform(OSPlatform.Linux)) + extraTag = "linux"; + else if (RuntimeInformation.IsOSPlatform(OSPlatform.OSX)) + extraTag = "macos"; + - RunOneAllTests(TestLearners.symSGD, TestDatasets.breastCancer, summary: true, digitsOfPrecision: 4); + RunOneAllTests(TestLearners.symSGD, TestDatasets.breastCancer, summary: true, digitsOfPrecision: 4, extraTag: extraTag); Done(); + // Environment.FailFast("Get the baselines!"); } [X64Fact("x86 output differs from Baseline")] diff --git a/test/Microsoft.ML.TestFramework/GlobalBase.cs b/test/Microsoft.ML.TestFramework/GlobalBase.cs index 3f366b837e..27270fd79e 100644 --- a/test/Microsoft.ML.TestFramework/GlobalBase.cs +++ b/test/Microsoft.ML.TestFramework/GlobalBase.cs @@ -27,7 +27,7 @@ public static void AssemblyInit() // Enable Conditional Numerical Reproducibility // https://software.intel.com/en-us/articles/introduction-to-the-conditional-numerical-reproducibility-cnr - Environment.SetEnvironmentVariable("MKL_CBWR", "COMPATIBLE"); + // Environment.SetEnvironmentVariable("MKL_CBWR", "COMPATIBLE"); // HACK: ensure MklImports is loaded very early in the tests so it doesn't deadlock while loading it later. // See https://github.com/dotnet/machinelearning/issues/1073