From ba1b0085da36a7a16d6ffdcdd35436fb40edeb1b Mon Sep 17 00:00:00 2001 From: Eric Erhardt Date: Mon, 8 Oct 2018 16:07:37 -0500 Subject: [PATCH 1/3] Enable a QuantileRegression test Enable CommandTrainScoreEvaluateQuantileRegression, add the dataset and the necessary baselines. The only baseline changes were of the form that were caused by https://github.com/dotnet/corefx/issues/31847. --- ...nScoreEvaluateQuantileRegression-1-out.txt | 1 + ...nScoreEvaluateQuantileRegression-2-out.txt | 1 + ...reEvaluateQuantileRegression-3-metrics.txt | 507 +++++++++++++++++ ...nScoreEvaluateQuantileRegression-3-out.txt | 15 + ...nScoreEvaluateQuantileRegression-4-out.txt | 15 + ...inScoreEvaluateQuantileRegression-data.txt | 514 ++++++++++++++++++ ...ainScoreEvaluateQuantileRegression-out.txt | 13 + ...nScoreEvaluateQuantileRegression-1-out.txt | 1 + ...nScoreEvaluateQuantileRegression-2-out.txt | 1 + ...reEvaluateQuantileRegression-3-metrics.txt | 507 +++++++++++++++++ ...nScoreEvaluateQuantileRegression-3-out.txt | 15 + ...nScoreEvaluateQuantileRegression-4-out.txt | 15 + ...inScoreEvaluateQuantileRegression-data.txt | 514 ++++++++++++++++++ ...ainScoreEvaluateQuantileRegression-out.txt | 13 + .../TestCommandBase.cs | 4 +- test/data/README.md | 6 + test/data/housing.txt | 506 +++++++++++++++++ 17 files changed, 2646 insertions(+), 2 deletions(-) create mode 100644 test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt create mode 100644 test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt create mode 100644 test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt create mode 100644 test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-3-out.txt create mode 100644 test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt create mode 100644 test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt create mode 100644 test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt create mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt create mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt create mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt create mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-3-out.txt create mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt create mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt create mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt create mode 100644 test/data/housing.txt diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt b/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt new file mode 100644 index 0000000000..d83d804fed --- /dev/null +++ b/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt @@ -0,0 +1 @@ +Wrote 506 rows across 3 columns in %Time% diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt b/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt new file mode 100644 index 0000000000..0367c2f883 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt @@ -0,0 +1 @@ +Wrote 506 rows of length 19 diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt b/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt new file mode 100644 index 0000000000..1587764629 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt @@ -0,0 +1,507 @@ +Instance Label Quantile-0 Quantile-0.25 Quantile-0.5 Quantile-0.75 Quantile-1 L1-loss (Quantile-0) L1-loss (Quantile-0.25) L1-loss (Quantile-0.5) L1-loss (Quantile-0.75) L1-loss (Quantile-1) L2-loss (Quantile-0) L2-loss (Quantile-0.25) L2-loss (Quantile-0.5) L2-loss (Quantile-0.75) L2-loss (Quantile-1) +0 24 11.9 23.8 26.5 30.1 50 12.100000381469727 0.20000076293945312 2.5 6.1000003814697266 26 146.41000923156753 0.040000305176363327 6.25 37.21000465393081 676 +1 21.6 11.9 21.6 23.1 24.8 50 9.7000007629394531 0 1.5 3.1999988555908203 28.399999618530273 94.090014801025973 0 2.25 10.23999267578256 806.55997833251968 +2 34.7 10.4 31.6 34.7 37.3 50 24.30000114440918 3.1000003814697266 0 2.5999984741210938 15.299999237060547 590.49005561828744 9.6100023651124502 0 6.7599920654320158 234.08997665405332 +3 33.4 10.4 31.5 33.4 37.2 50 23.000001907348633 1.9000015258789062 0 3.7999992370605469 16.599998474121094 529.00008773804075 3.6100057983421721 0 14.439994201660738 275.55994934082264 +4 36.2 10.4 29.6 33.2 36.1 50 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0000000000..e1f7a69e99 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-3-out.txt @@ -0,0 +1,15 @@ +L1(avg): 1.926877 +L2(avg): 10.630326 +RMS(avg): 3.260418 +Loss-fn(avg): 10.630326 +R Squared: 0.874077 + +OVERALL RESULTS +--------------------------------------- +L1(avg): 1.926877 (0.0000) +L2(avg): 10.630326 (0.0000) +RMS(avg): 3.260418 (0.0000) +Loss-fn(avg): 10.630326 (0.0000) +R Squared: 0.874077 (0.0000) + +--------------------------------------- diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt b/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt new file mode 100644 index 0000000000..e1f7a69e99 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt @@ -0,0 +1,15 @@ +L1(avg): 1.926877 +L2(avg): 10.630326 +RMS(avg): 3.260418 +Loss-fn(avg): 10.630326 +R Squared: 0.874077 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395.24 21.46 7 17.8 20 23.1 50 +27.5 0.62356 0 6.2 1 0.507 6.879 77.7 3.2721 8 307 17.4 390.39 9.93 10.4 22.7 26.5 29.8 50 +30.1 0.6147 0 6.2 0 0.507 6.618 80.8 3.2721 8 307 17.4 396.9 7.6 11.9 23.9 26.5 29.8 50 +44.8 0.31533 0 6.2 0 0.504 8.266 78.3 2.8944 8 307 17.4 385.05 4.14 21.6 38.7 44.8 50 50 +50 0.52693 0 6.2 0 0.504 8.725 83 2.8944 8 307 17.4 382 4.63 15 35.2 43.5 50 50 +37.6 0.38214 0 6.2 0 0.504 8.04 86.5 3.2157 8 307 17.4 387.38 3.13 21.6 38.7 44.8 50 50 +31.6 0.41238 0 6.2 0 0.504 7.163 79.9 3.2157 8 307 17.4 372.08 6.36 10.4 26.7 31.6 34.6 50 +46.7 0.29819 0 6.2 0 0.504 7.686 17 3.3751 8 307 17.4 377.51 3.92 21.6 37.6 44 50 50 +31.5 0.44178 0 6.2 0 0.504 6.552 21.4 3.3751 8 307 17.4 380.34 3.76 11.9 26.6 30.2 35.1 50 +24.3 0.537 0 6.2 0 0.504 5.981 68.1 3.6715 8 307 17.4 378.35 11.65 10.2 19.6 21.7 23.6 50 +31.7 0.46296 0 6.2 0 0.504 7.412 76.9 3.6715 8 307 17.4 376.14 5.25 10.4 29.1 32.7 35.4 50 +41.7 0.57529 0 6.2 0 0.507 8.337 73.3 3.8384 8 307 17.4 385.91 2.47 21.6 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19.2 396.9 12.92 10.2 19.1 20.4 22 50 +17.5 0.17783 0 9.69 0 0.585 5.569 73.5 2.3999 6 391 19.2 395.77 15.1 7 17.8 19.4 21.2 50 +16.8 0.22438 0 9.69 0 0.585 6.027 79.7 2.4982 6 391 19.2 396.9 14.33 10.2 18.3 19.8 21.4 50 +22.4 0.06263 0 11.93 0 0.573 6.593 69.1 2.4786 1 273 21 391.99 9.67 10.9 20.6 22.9 26.4 50 +20.6 0.04527 0 11.93 0 0.573 6.12 76.7 2.2875 1 273 21 396.9 9.08 10.9 19.6 21 23.2 50 +23.9 0.06076 0 11.93 0 0.573 6.976 91 2.1675 1 273 21 396.9 5.64 10.4 23.3 27.5 33.2 50 +22 0.10959 0 11.93 0 0.573 6.794 89.3 2.3889 1 273 21 393.45 6.48 11.9 22.4 24.8 28.7 50 +11.9 0.04741 0 11.93 0 0.573 6.03 80.8 2.505 1 273 21 396.9 7.88 10.9 19.1 20.6 22.9 50 diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt b/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt new file mode 100644 index 0000000000..48b2e446a4 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt @@ -0,0 +1,13 @@ +maml.exe Train tr=FastForestRegression{dt+} loader=text data=%Data% out=%Output% +Not adding a normalizer. +Making per-feature arrays +Changing data from row-wise to column-wise on disk +Processed 506 instances +Binning and forming Feature objects +Reserved memory for tree learner: 290472 bytes +Starting to train ... +Not training a calibrator because it is not needed. +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt new file mode 100644 index 0000000000..d83d804fed --- /dev/null +++ b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt @@ -0,0 +1 @@ +Wrote 506 rows across 3 columns in %Time% diff --git a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt new file mode 100644 index 0000000000..0367c2f883 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt @@ -0,0 +1 @@ +Wrote 506 rows of length 19 diff --git a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt new file mode 100644 index 0000000000..1587764629 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt @@ -0,0 +1,507 @@ +Instance Label Quantile-0 Quantile-0.25 Quantile-0.5 Quantile-0.75 Quantile-1 L1-loss (Quantile-0) L1-loss (Quantile-0.25) L1-loss (Quantile-0.5) L1-loss 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0.22438 0 9.69 0 0.585 6.027 79.7 2.4982 6 391 19.2 396.9 14.33 10.2 18.3 19.8 21.4 50 +22.4 0.06263 0 11.93 0 0.573 6.593 69.1 2.4786 1 273 21 391.99 9.67 10.9 20.6 22.9 26.4 50 +20.6 0.04527 0 11.93 0 0.573 6.12 76.7 2.2875 1 273 21 396.9 9.08 10.9 19.6 21 23.2 50 +23.9 0.06076 0 11.93 0 0.573 6.976 91 2.1675 1 273 21 396.9 5.64 10.4 23.3 27.5 33.2 50 +22 0.10959 0 11.93 0 0.573 6.794 89.3 2.3889 1 273 21 393.45 6.48 11.9 22.4 24.8 28.7 50 +11.9 0.04741 0 11.93 0 0.573 6.03 80.8 2.505 1 273 21 396.9 7.88 10.9 19.1 20.6 22.9 50 diff --git a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt new file mode 100644 index 0000000000..48b2e446a4 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt @@ -0,0 +1,13 @@ +maml.exe Train tr=FastForestRegression{dt+} loader=text data=%Data% out=%Output% +Not adding a normalizer. +Making per-feature arrays +Changing data from row-wise to column-wise on disk +Processed 506 instances +Binning and forming Feature objects +Reserved memory for tree learner: 290472 bytes +Starting to train ... +Not training a calibrator because it is not needed. +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/Microsoft.ML.TestFramework/TestCommandBase.cs b/test/Microsoft.ML.TestFramework/TestCommandBase.cs index ad5ae609a4..5120647e96 100644 --- a/test/Microsoft.ML.TestFramework/TestCommandBase.cs +++ b/test/Microsoft.ML.TestFramework/TestCommandBase.cs @@ -1662,13 +1662,13 @@ public void CommandTrainScoreEvaluateSdcaRegression() } [TestCategory(Cat), TestCategory("FastForest")] - [Fact(Skip = "Need CoreTLC specific baseline update")] + [Fact] public void CommandTrainScoreEvaluateQuantileRegression() { RunMTAThread(() => { // First run a training. - string pathData = GetDataPath(@"..\Housing (regression)", "housing.txt"); + string pathData = GetDataPath("housing.txt"); OutputPath trainModel = ModelPath(); TestCore("train", pathData, "loader=text", "lab=Label feat=Features tr=FastForestRegression{dt+}"); diff --git a/test/data/README.md b/test/data/README.md index 165c928ba7..9d3a55bc7e 100644 --- a/test/data/README.md +++ b/test/data/README.md @@ -65,6 +65,12 @@ The dataset is under a CC-by 4.0 license. } ``` +### Boston Housing Data + +Redistributing the dataset "housing.txt" with attribution: + +> Harrison, D. and Rubinfeld, D.L. 'Hedonic prices and the demand for clean air', J. Environ. Economics & Management, vol.5, 81-102, 1978. + # Images ### Located in `images` folder diff --git a/test/data/housing.txt b/test/data/housing.txt new file mode 100644 index 0000000000..35a91bebef --- /dev/null +++ b/test/data/housing.txt @@ -0,0 +1,506 @@ +24.00 0.00632 18.00 2.310 0 0.5380 6.5750 65.20 4.0900 1 296.0 15.30 396.90 4.98 +21.60 0.02731 0.00 7.070 0 0.4690 6.4210 78.90 4.9671 2 242.0 17.80 396.90 9.14 +34.70 0.02729 0.00 7.070 0 0.4690 7.1850 61.10 4.9671 2 242.0 17.80 392.83 4.03 +33.40 0.03237 0.00 2.180 0 0.4580 6.9980 45.80 6.0622 3 222.0 18.70 394.63 2.94 +36.20 0.06905 0.00 2.180 0 0.4580 7.1470 54.20 6.0622 3 222.0 18.70 396.90 5.33 +28.70 0.02985 0.00 2.180 0 0.4580 6.4300 58.70 6.0622 3 222.0 18.70 394.12 5.21 +22.90 0.08829 12.50 7.870 0 0.5240 6.0120 66.60 5.5605 5 311.0 15.20 395.60 12.43 +27.10 0.14455 12.50 7.870 0 0.5240 6.1720 96.10 5.9505 5 311.0 15.20 396.90 19.15 +16.50 0.21124 12.50 7.870 0 0.5240 5.6310 100.00 6.0821 5 311.0 15.20 386.63 29.93 +18.90 0.17004 12.50 7.870 0 0.5240 6.0040 85.90 6.5921 5 311.0 15.20 386.71 17.10 +15.00 0.22489 12.50 7.870 0 0.5240 6.3770 94.30 6.3467 5 311.0 15.20 392.52 20.45 +18.90 0.11747 12.50 7.870 0 0.5240 6.0090 82.90 6.2267 5 311.0 15.20 396.90 13.27 +21.70 0.09378 12.50 7.870 0 0.5240 5.8890 39.00 5.4509 5 311.0 15.20 390.50 15.71 +20.40 0.62976 0.00 8.140 0 0.5380 5.9490 61.80 4.7075 4 307.0 21.00 396.90 8.26 +18.20 0.63796 0.00 8.140 0 0.5380 6.0960 84.50 4.4619 4 307.0 21.00 380.02 10.26 +19.90 0.62739 0.00 8.140 0 0.5380 5.8340 56.50 4.4986 4 307.0 21.00 395.62 8.47 +23.10 1.05393 0.00 8.140 0 0.5380 5.9350 29.30 4.4986 4 307.0 21.00 386.85 6.58 +17.50 0.78420 0.00 8.140 0 0.5380 5.9900 81.70 4.2579 4 307.0 21.00 386.75 14.67 +20.20 0.80271 0.00 8.140 0 0.5380 5.4560 36.60 3.7965 4 307.0 21.00 288.99 11.69 +18.20 0.72580 0.00 8.140 0 0.5380 5.7270 69.50 3.7965 4 307.0 21.00 390.95 11.28 +13.60 1.25179 0.00 8.140 0 0.5380 5.5700 98.10 3.7979 4 307.0 21.00 376.57 21.02 +19.60 0.85204 0.00 8.140 0 0.5380 5.9650 89.20 4.0123 4 307.0 21.00 392.53 13.83 +15.20 1.23247 0.00 8.140 0 0.5380 6.1420 91.70 3.9769 4 307.0 21.00 396.90 18.72 +14.50 0.98843 0.00 8.140 0 0.5380 5.8130 100.00 4.0952 4 307.0 21.00 394.54 19.88 +15.60 0.75026 0.00 8.140 0 0.5380 5.9240 94.10 4.3996 4 307.0 21.00 394.33 16.30 +13.90 0.84054 0.00 8.140 0 0.5380 5.5990 85.70 4.4546 4 307.0 21.00 303.42 16.51 +16.60 0.67191 0.00 8.140 0 0.5380 5.8130 90.30 4.6820 4 307.0 21.00 376.88 14.81 +14.80 0.95577 0.00 8.140 0 0.5380 6.0470 88.80 4.4534 4 307.0 21.00 306.38 17.28 +18.40 0.77299 0.00 8.140 0 0.5380 6.4950 94.40 4.4547 4 307.0 21.00 387.94 12.80 +21.00 1.00245 0.00 8.140 0 0.5380 6.6740 87.30 4.2390 4 307.0 21.00 380.23 11.98 +12.70 1.13081 0.00 8.140 0 0.5380 5.7130 94.10 4.2330 4 307.0 21.00 360.17 22.60 +14.50 1.35472 0.00 8.140 0 0.5380 6.0720 100.00 4.1750 4 307.0 21.00 376.73 13.04 +13.20 1.38799 0.00 8.140 0 0.5380 5.9500 82.00 3.9900 4 307.0 21.00 232.60 27.71 +13.10 1.15172 0.00 8.140 0 0.5380 5.7010 95.00 3.7872 4 307.0 21.00 358.77 18.35 +13.50 1.61282 0.00 8.140 0 0.5380 6.0960 96.90 3.7598 4 307.0 21.00 248.31 20.34 +18.90 0.06417 0.00 5.960 0 0.4990 5.9330 68.20 3.3603 5 279.0 19.20 396.90 9.68 +20.00 0.09744 0.00 5.960 0 0.4990 5.8410 61.40 3.3779 5 279.0 19.20 377.56 11.41 +21.00 0.08014 0.00 5.960 0 0.4990 5.8500 41.50 3.9342 5 279.0 19.20 396.90 8.77 +24.70 0.17505 0.00 5.960 0 0.4990 5.9660 30.20 3.8473 5 279.0 19.20 393.43 10.13 +30.80 0.02763 75.00 2.950 0 0.4280 6.5950 21.80 5.4011 3 252.0 18.30 395.63 4.32 +34.90 0.03359 75.00 2.950 0 0.4280 7.0240 15.80 5.4011 3 252.0 18.30 395.62 1.98 +26.60 0.12744 0.00 6.910 0 0.4480 6.7700 2.90 5.7209 3 233.0 17.90 385.41 4.84 +25.30 0.14150 0.00 6.910 0 0.4480 6.1690 6.60 5.7209 3 233.0 17.90 383.37 5.81 +24.70 0.15936 0.00 6.910 0 0.4480 6.2110 6.50 5.7209 3 233.0 17.90 394.46 7.44 +21.20 0.12269 0.00 6.910 0 0.4480 6.0690 40.00 5.7209 3 233.0 17.90 389.39 9.55 +19.30 0.17142 0.00 6.910 0 0.4480 5.6820 33.80 5.1004 3 233.0 17.90 396.90 10.21 +20.00 0.18836 0.00 6.910 0 0.4480 5.7860 33.30 5.1004 3 233.0 17.90 396.90 14.15 +16.60 0.22927 0.00 6.910 0 0.4480 6.0300 85.50 5.6894 3 233.0 17.90 392.74 18.80 +14.40 0.25387 0.00 6.910 0 0.4480 5.3990 95.30 5.8700 3 233.0 17.90 396.90 30.81 +19.40 0.21977 0.00 6.910 0 0.4480 5.6020 62.00 6.0877 3 233.0 17.90 396.90 16.20 +19.70 0.08873 21.00 5.640 0 0.4390 5.9630 45.70 6.8147 4 243.0 16.80 395.56 13.45 +20.50 0.04337 21.00 5.640 0 0.4390 6.1150 63.00 6.8147 4 243.0 16.80 393.97 9.43 +25.00 0.05360 21.00 5.640 0 0.4390 6.5110 21.10 6.8147 4 243.0 16.80 396.90 5.28 +23.40 0.04981 21.00 5.640 0 0.4390 5.9980 21.40 6.8147 4 243.0 16.80 396.90 8.43 +18.90 0.01360 75.00 4.000 0 0.4100 5.8880 47.60 7.3197 3 469.0 21.10 396.90 14.80 +35.40 0.01311 90.00 1.220 0 0.4030 7.2490 21.90 8.6966 5 226.0 17.90 395.93 4.81 +24.70 0.02055 85.00 0.740 0 0.4100 6.3830 35.70 9.1876 2 313.0 17.30 396.90 5.77 +31.60 0.01432 100.00 1.320 0 0.4110 6.8160 40.50 8.3248 5 256.0 15.10 392.90 3.95 +23.30 0.15445 25.00 5.130 0 0.4530 6.1450 29.20 7.8148 8 284.0 19.70 390.68 6.86 +19.60 0.10328 25.00 5.130 0 0.4530 5.9270 47.20 6.9320 8 284.0 19.70 396.90 9.22 +18.70 0.14932 25.00 5.130 0 0.4530 5.7410 66.20 7.2254 8 284.0 19.70 395.11 13.15 +16.00 0.17171 25.00 5.130 0 0.4530 5.9660 93.40 6.8185 8 284.0 19.70 378.08 14.44 +22.20 0.11027 25.00 5.130 0 0.4530 6.4560 67.80 7.2255 8 284.0 19.70 396.90 6.73 +25.00 0.12650 25.00 5.130 0 0.4530 6.7620 43.40 7.9809 8 284.0 19.70 395.58 9.50 +33.00 0.01951 17.50 1.380 0 0.4161 7.1040 59.50 9.2229 3 216.0 18.60 393.24 8.05 +23.50 0.03584 80.00 3.370 0 0.3980 6.2900 17.80 6.6115 4 337.0 16.10 396.90 4.67 +19.40 0.04379 80.00 3.370 0 0.3980 5.7870 31.10 6.6115 4 337.0 16.10 396.90 10.24 +22.00 0.05789 12.50 6.070 0 0.4090 5.8780 21.40 6.4980 4 345.0 18.90 396.21 8.10 +17.40 0.13554 12.50 6.070 0 0.4090 5.5940 36.80 6.4980 4 345.0 18.90 396.90 13.09 +20.90 0.12816 12.50 6.070 0 0.4090 5.8850 33.00 6.4980 4 345.0 18.90 396.90 8.79 +24.20 0.08826 0.00 10.810 0 0.4130 6.4170 6.60 5.2873 4 305.0 19.20 383.73 6.72 +21.70 0.15876 0.00 10.810 0 0.4130 5.9610 17.50 5.2873 4 305.0 19.20 376.94 9.88 +22.80 0.09164 0.00 10.810 0 0.4130 6.0650 7.80 5.2873 4 305.0 19.20 390.91 5.52 +23.40 0.19539 0.00 10.810 0 0.4130 6.2450 6.20 5.2873 4 305.0 19.20 377.17 7.54 +24.10 0.07896 0.00 12.830 0 0.4370 6.2730 6.00 4.2515 5 398.0 18.70 394.92 6.78 +21.40 0.09512 0.00 12.830 0 0.4370 6.2860 45.00 4.5026 5 398.0 18.70 383.23 8.94 +20.00 0.10153 0.00 12.830 0 0.4370 6.2790 74.50 4.0522 5 398.0 18.70 373.66 11.97 +20.80 0.08707 0.00 12.830 0 0.4370 6.1400 45.80 4.0905 5 398.0 18.70 386.96 10.27 +21.20 0.05646 0.00 12.830 0 0.4370 6.2320 53.70 5.0141 5 398.0 18.70 386.40 12.34 +20.30 0.08387 0.00 12.830 0 0.4370 5.8740 36.60 4.5026 5 398.0 18.70 396.06 9.10 +28.00 0.04113 25.00 4.860 0 0.4260 6.7270 33.50 5.4007 4 281.0 19.00 396.90 5.29 +23.90 0.04462 25.00 4.860 0 0.4260 6.6190 70.40 5.4007 4 281.0 19.00 395.63 7.22 +24.80 0.03659 25.00 4.860 0 0.4260 6.3020 32.20 5.4007 4 281.0 19.00 396.90 6.72 +22.90 0.03551 25.00 4.860 0 0.4260 6.1670 46.70 5.4007 4 281.0 19.00 390.64 7.51 +23.90 0.05059 0.00 4.490 0 0.4490 6.3890 48.00 4.7794 3 247.0 18.50 396.90 9.62 +26.60 0.05735 0.00 4.490 0 0.4490 6.6300 56.10 4.4377 3 247.0 18.50 392.30 6.53 +22.50 0.05188 0.00 4.490 0 0.4490 6.0150 45.10 4.4272 3 247.0 18.50 395.99 12.86 +22.20 0.07151 0.00 4.490 0 0.4490 6.1210 56.80 3.7476 3 247.0 18.50 395.15 8.44 +23.60 0.05660 0.00 3.410 0 0.4890 7.0070 86.30 3.4217 2 270.0 17.80 396.90 5.50 +28.70 0.05302 0.00 3.410 0 0.4890 7.0790 63.10 3.4145 2 270.0 17.80 396.06 5.70 +22.60 0.04684 0.00 3.410 0 0.4890 6.4170 66.10 3.0923 2 270.0 17.80 392.18 8.81 +22.00 0.03932 0.00 3.410 0 0.4890 6.4050 73.90 3.0921 2 270.0 17.80 393.55 8.20 +22.90 0.04203 28.00 15.040 0 0.4640 6.4420 53.60 3.6659 4 270.0 18.20 395.01 8.16 +25.00 0.02875 28.00 15.040 0 0.4640 6.2110 28.90 3.6659 4 270.0 18.20 396.33 6.21 +20.60 0.04294 28.00 15.040 0 0.4640 6.2490 77.30 3.6150 4 270.0 18.20 396.90 10.59 +28.40 0.12204 0.00 2.890 0 0.4450 6.6250 57.80 3.4952 2 276.0 18.00 357.98 6.65 +21.40 0.11504 0.00 2.890 0 0.4450 6.1630 69.60 3.4952 2 276.0 18.00 391.83 11.34 +38.70 0.12083 0.00 2.890 0 0.4450 8.0690 76.00 3.4952 2 276.0 18.00 396.90 4.21 +43.80 0.08187 0.00 2.890 0 0.4450 7.8200 36.90 3.4952 2 276.0 18.00 393.53 3.57 +33.20 0.06860 0.00 2.890 0 0.4450 7.4160 62.50 3.4952 2 276.0 18.00 396.90 6.19 +27.50 0.14866 0.00 8.560 0 0.5200 6.7270 79.90 2.7778 5 384.0 20.90 394.76 9.42 +26.50 0.11432 0.00 8.560 0 0.5200 6.7810 71.30 2.8561 5 384.0 20.90 395.58 7.67 +18.60 0.22876 0.00 8.560 0 0.5200 6.4050 85.40 2.7147 5 384.0 20.90 70.80 10.63 +19.30 0.21161 0.00 8.560 0 0.5200 6.1370 87.40 2.7147 5 384.0 20.90 394.47 13.44 +20.10 0.13960 0.00 8.560 0 0.5200 6.1670 90.00 2.4210 5 384.0 20.90 392.69 12.33 +19.50 0.13262 0.00 8.560 0 0.5200 5.8510 96.70 2.1069 5 384.0 20.90 394.05 16.47 +19.50 0.17120 0.00 8.560 0 0.5200 5.8360 91.90 2.2110 5 384.0 20.90 395.67 18.66 +20.40 0.13117 0.00 8.560 0 0.5200 6.1270 85.20 2.1224 5 384.0 20.90 387.69 14.09 +19.80 0.12802 0.00 8.560 0 0.5200 6.4740 97.10 2.4329 5 384.0 20.90 395.24 12.27 +19.40 0.26363 0.00 8.560 0 0.5200 6.2290 91.20 2.5451 5 384.0 20.90 391.23 15.55 +21.70 0.10793 0.00 8.560 0 0.5200 6.1950 54.40 2.7778 5 384.0 20.90 393.49 13.00 +22.80 0.10084 0.00 10.010 0 0.5470 6.7150 81.60 2.6775 6 432.0 17.80 395.59 10.16 +18.80 0.12329 0.00 10.010 0 0.5470 5.9130 92.90 2.3534 6 432.0 17.80 394.95 16.21 +18.70 0.22212 0.00 10.010 0 0.5470 6.0920 95.40 2.5480 6 432.0 17.80 396.90 17.09 +18.50 0.14231 0.00 10.010 0 0.5470 6.2540 84.20 2.2565 6 432.0 17.80 388.74 10.45 +18.30 0.17134 0.00 10.010 0 0.5470 5.9280 88.20 2.4631 6 432.0 17.80 344.91 15.76 +21.20 0.13158 0.00 10.010 0 0.5470 6.1760 72.50 2.7301 6 432.0 17.80 393.30 12.04 +19.20 0.15098 0.00 10.010 0 0.5470 6.0210 82.60 2.7474 6 432.0 17.80 394.51 10.30 +20.40 0.13058 0.00 10.010 0 0.5470 5.8720 73.10 2.4775 6 432.0 17.80 338.63 15.37 +19.30 0.14476 0.00 10.010 0 0.5470 5.7310 65.20 2.7592 6 432.0 17.80 391.50 13.61 +22.00 0.06899 0.00 25.650 0 0.5810 5.8700 69.70 2.2577 2 188.0 19.10 389.15 14.37 +20.30 0.07165 0.00 25.650 0 0.5810 6.0040 84.10 2.1974 2 188.0 19.10 377.67 14.27 +20.50 0.09299 0.00 25.650 0 0.5810 5.9610 92.90 2.0869 2 188.0 19.10 378.09 17.93 +17.30 0.15038 0.00 25.650 0 0.5810 5.8560 97.00 1.9444 2 188.0 19.10 370.31 25.41 +18.80 0.09849 0.00 25.650 0 0.5810 5.8790 95.80 2.0063 2 188.0 19.10 379.38 17.58 +21.40 0.16902 0.00 25.650 0 0.5810 5.9860 88.40 1.9929 2 188.0 19.10 385.02 14.81 +15.70 0.38735 0.00 25.650 0 0.5810 5.6130 95.60 1.7572 2 188.0 19.10 359.29 27.26 +16.20 0.25915 0.00 21.890 0 0.6240 5.6930 96.00 1.7883 4 437.0 21.20 392.11 17.19 +18.00 0.32543 0.00 21.890 0 0.6240 6.4310 98.80 1.8125 4 437.0 21.20 396.90 15.39 +14.30 0.88125 0.00 21.890 0 0.6240 5.6370 94.70 1.9799 4 437.0 21.20 396.90 18.34 +19.20 0.34006 0.00 21.890 0 0.6240 6.4580 98.90 2.1185 4 437.0 21.20 395.04 12.60 +19.60 1.19294 0.00 21.890 0 0.6240 6.3260 97.70 2.2710 4 437.0 21.20 396.90 12.26 +23.00 0.59005 0.00 21.890 0 0.6240 6.3720 97.90 2.3274 4 437.0 21.20 385.76 11.12 +18.40 0.32982 0.00 21.890 0 0.6240 5.8220 95.40 2.4699 4 437.0 21.20 388.69 15.03 +15.60 0.97617 0.00 21.890 0 0.6240 5.7570 98.40 2.3460 4 437.0 21.20 262.76 17.31 +18.10 0.55778 0.00 21.890 0 0.6240 6.3350 98.20 2.1107 4 437.0 21.20 394.67 16.96 +17.40 0.32264 0.00 21.890 0 0.6240 5.9420 93.50 1.9669 4 437.0 21.20 378.25 16.90 +17.10 0.35233 0.00 21.890 0 0.6240 6.4540 98.40 1.8498 4 437.0 21.20 394.08 14.59 +13.30 0.24980 0.00 21.890 0 0.6240 5.8570 98.20 1.6686 4 437.0 21.20 392.04 21.32 +17.80 0.54452 0.00 21.890 0 0.6240 6.1510 97.90 1.6687 4 437.0 21.20 396.90 18.46 +14.00 0.29090 0.00 21.890 0 0.6240 6.1740 93.60 1.6119 4 437.0 21.20 388.08 24.16 +14.40 1.62864 0.00 21.890 0 0.6240 5.0190 100.00 1.4394 4 437.0 21.20 396.90 34.41 +13.40 3.32105 0.00 19.580 1 0.8710 5.4030 100.00 1.3216 5 403.0 14.70 396.90 26.82 +15.60 4.09740 0.00 19.580 0 0.8710 5.4680 100.00 1.4118 5 403.0 14.70 396.90 26.42 +11.80 2.77974 0.00 19.580 0 0.8710 4.9030 97.80 1.3459 5 403.0 14.70 396.90 29.29 +13.80 2.37934 0.00 19.580 0 0.8710 6.1300 100.00 1.4191 5 403.0 14.70 172.91 27.80 +15.60 2.15505 0.00 19.580 0 0.8710 5.6280 100.00 1.5166 5 403.0 14.70 169.27 16.65 +14.60 2.36862 0.00 19.580 0 0.8710 4.9260 95.70 1.4608 5 403.0 14.70 391.71 29.53 +17.80 2.33099 0.00 19.580 0 0.8710 5.1860 93.80 1.5296 5 403.0 14.70 356.99 28.32 +15.40 2.73397 0.00 19.580 0 0.8710 5.5970 94.90 1.5257 5 403.0 14.70 351.85 21.45 +21.50 1.65660 0.00 19.580 0 0.8710 6.1220 97.30 1.6180 5 403.0 14.70 372.80 14.10 +19.60 1.49632 0.00 19.580 0 0.8710 5.4040 100.00 1.5916 5 403.0 14.70 341.60 13.28 +15.30 1.12658 0.00 19.580 1 0.8710 5.0120 88.00 1.6102 5 403.0 14.70 343.28 12.12 +19.40 2.14918 0.00 19.580 0 0.8710 5.7090 98.50 1.6232 5 403.0 14.70 261.95 15.79 +17.00 1.41385 0.00 19.580 1 0.8710 6.1290 96.00 1.7494 5 403.0 14.70 321.02 15.12 +15.60 3.53501 0.00 19.580 1 0.8710 6.1520 82.60 1.7455 5 403.0 14.70 88.01 15.02 +13.10 2.44668 0.00 19.580 0 0.8710 5.2720 94.00 1.7364 5 403.0 14.70 88.63 16.14 +41.30 1.22358 0.00 19.580 0 0.6050 6.9430 97.40 1.8773 5 403.0 14.70 363.43 4.59 +24.30 1.34284 0.00 19.580 0 0.6050 6.0660 100.00 1.7573 5 403.0 14.70 353.89 6.43 +23.30 1.42502 0.00 19.580 0 0.8710 6.5100 100.00 1.7659 5 403.0 14.70 364.31 7.39 +27.00 1.27346 0.00 19.580 1 0.6050 6.2500 92.60 1.7984 5 403.0 14.70 338.92 5.50 +50.00 1.46336 0.00 19.580 0 0.6050 7.4890 90.80 1.9709 5 403.0 14.70 374.43 1.73 +50.00 1.83377 0.00 19.580 1 0.6050 7.8020 98.20 2.0407 5 403.0 14.70 389.61 1.92 +50.00 1.51902 0.00 19.580 1 0.6050 8.3750 93.90 2.1620 5 403.0 14.70 388.45 3.32 +22.70 2.24236 0.00 19.580 0 0.6050 5.8540 91.80 2.4220 5 403.0 14.70 395.11 11.64 +25.00 2.92400 0.00 19.580 0 0.6050 6.1010 93.00 2.2834 5 403.0 14.70 240.16 9.81 +50.00 2.01019 0.00 19.580 0 0.6050 7.9290 96.20 2.0459 5 403.0 14.70 369.30 3.70 +23.80 1.80028 0.00 19.580 0 0.6050 5.8770 79.20 2.4259 5 403.0 14.70 227.61 12.14 +23.80 2.30040 0.00 19.580 0 0.6050 6.3190 96.10 2.1000 5 403.0 14.70 297.09 11.10 +22.30 2.44953 0.00 19.580 0 0.6050 6.4020 95.20 2.2625 5 403.0 14.70 330.04 11.32 +17.40 1.20742 0.00 19.580 0 0.6050 5.8750 94.60 2.4259 5 403.0 14.70 292.29 14.43 +19.10 2.31390 0.00 19.580 0 0.6050 5.8800 97.30 2.3887 5 403.0 14.70 348.13 12.03 +23.10 0.13914 0.00 4.050 0 0.5100 5.5720 88.50 2.5961 5 296.0 16.60 396.90 14.69 +23.60 0.09178 0.00 4.050 0 0.5100 6.4160 84.10 2.6463 5 296.0 16.60 395.50 9.04 +22.60 0.08447 0.00 4.050 0 0.5100 5.8590 68.70 2.7019 5 296.0 16.60 393.23 9.64 +29.40 0.06664 0.00 4.050 0 0.5100 6.5460 33.10 3.1323 5 296.0 16.60 390.96 5.33 +23.20 0.07022 0.00 4.050 0 0.5100 6.0200 47.20 3.5549 5 296.0 16.60 393.23 10.11 +24.60 0.05425 0.00 4.050 0 0.5100 6.3150 73.40 3.3175 5 296.0 16.60 395.60 6.29 +29.90 0.06642 0.00 4.050 0 0.5100 6.8600 74.40 2.9153 5 296.0 16.60 391.27 6.92 +37.20 0.05780 0.00 2.460 0 0.4880 6.9800 58.40 2.8290 3 193.0 17.80 396.90 5.04 +39.80 0.06588 0.00 2.460 0 0.4880 7.7650 83.30 2.7410 3 193.0 17.80 395.56 7.56 +36.20 0.06888 0.00 2.460 0 0.4880 6.1440 62.20 2.5979 3 193.0 17.80 396.90 9.45 +37.90 0.09103 0.00 2.460 0 0.4880 7.1550 92.20 2.7006 3 193.0 17.80 394.12 4.82 +32.50 0.10008 0.00 2.460 0 0.4880 6.5630 95.60 2.8470 3 193.0 17.80 396.90 5.68 +26.40 0.08308 0.00 2.460 0 0.4880 5.6040 89.80 2.9879 3 193.0 17.80 391.00 13.98 +29.60 0.06047 0.00 2.460 0 0.4880 6.1530 68.80 3.2797 3 193.0 17.80 387.11 13.15 +50.00 0.05602 0.00 2.460 0 0.4880 7.8310 53.60 3.1992 3 193.0 17.80 392.63 4.45 +32.00 0.07875 45.00 3.440 0 0.4370 6.7820 41.10 3.7886 5 398.0 15.20 393.87 6.68 +29.80 0.12579 45.00 3.440 0 0.4370 6.5560 29.10 4.5667 5 398.0 15.20 382.84 4.56 +34.90 0.08370 45.00 3.440 0 0.4370 7.1850 38.90 4.5667 5 398.0 15.20 396.90 5.39 +37.00 0.09068 45.00 3.440 0 0.4370 6.9510 21.50 6.4798 5 398.0 15.20 377.68 5.10 +30.50 0.06911 45.00 3.440 0 0.4370 6.7390 30.80 6.4798 5 398.0 15.20 389.71 4.69 +36.40 0.08664 45.00 3.440 0 0.4370 7.1780 26.30 6.4798 5 398.0 15.20 390.49 2.87 +31.10 0.02187 60.00 2.930 0 0.4010 6.8000 9.90 6.2196 1 265.0 15.60 393.37 5.03 +29.10 0.01439 60.00 2.930 0 0.4010 6.6040 18.80 6.2196 1 265.0 15.60 376.70 4.38 +50.00 0.01381 80.00 0.460 0 0.4220 7.8750 32.00 5.6484 4 255.0 14.40 394.23 2.97 +33.30 0.04011 80.00 1.520 0 0.4040 7.2870 34.10 7.3090 2 329.0 12.60 396.90 4.08 +30.30 0.04666 80.00 1.520 0 0.4040 7.1070 36.60 7.3090 2 329.0 12.60 354.31 8.61 +34.60 0.03768 80.00 1.520 0 0.4040 7.2740 38.30 7.3090 2 329.0 12.60 392.20 6.62 +34.90 0.03150 95.00 1.470 0 0.4030 6.9750 15.30 7.6534 3 402.0 17.00 396.90 4.56 +32.90 0.01778 95.00 1.470 0 0.4030 7.1350 13.90 7.6534 3 402.0 17.00 384.30 4.45 +24.10 0.03445 82.50 2.030 0 0.4150 6.1620 38.40 6.2700 2 348.0 14.70 393.77 7.43 +42.30 0.02177 82.50 2.030 0 0.4150 7.6100 15.70 6.2700 2 348.0 14.70 395.38 3.11 +48.50 0.03510 95.00 2.680 0 0.4161 7.8530 33.20 5.1180 4 224.0 14.70 392.78 3.81 +50.00 0.02009 95.00 2.680 0 0.4161 8.0340 31.90 5.1180 4 224.0 14.70 390.55 2.88 +22.60 0.13642 0.00 10.590 0 0.4890 5.8910 22.30 3.9454 4 277.0 18.60 396.90 10.87 +24.40 0.22969 0.00 10.590 0 0.4890 6.3260 52.50 4.3549 4 277.0 18.60 394.87 10.97 +22.50 0.25199 0.00 10.590 0 0.4890 5.7830 72.70 4.3549 4 277.0 18.60 389.43 18.06 +24.40 0.13587 0.00 10.590 1 0.4890 6.0640 59.10 4.2392 4 277.0 18.60 381.32 14.66 +20.00 0.43571 0.00 10.590 1 0.4890 5.3440 100.00 3.8750 4 277.0 18.60 396.90 23.09 +21.70 0.17446 0.00 10.590 1 0.4890 5.9600 92.10 3.8771 4 277.0 18.60 393.25 17.27 +19.30 0.37578 0.00 10.590 1 0.4890 5.4040 88.60 3.6650 4 277.0 18.60 395.24 23.98 +22.40 0.21719 0.00 10.590 1 0.4890 5.8070 53.80 3.6526 4 277.0 18.60 390.94 16.03 +28.10 0.14052 0.00 10.590 0 0.4890 6.3750 32.30 3.9454 4 277.0 18.60 385.81 9.38 +23.70 0.28955 0.00 10.590 0 0.4890 5.4120 9.80 3.5875 4 277.0 18.60 348.93 29.55 +25.00 0.19802 0.00 10.590 0 0.4890 6.1820 42.40 3.9454 4 277.0 18.60 393.63 9.47 +23.30 0.04560 0.00 13.890 1 0.5500 5.8880 56.00 3.1121 5 276.0 16.40 392.80 13.51 +28.70 0.07013 0.00 13.890 0 0.5500 6.6420 85.10 3.4211 5 276.0 16.40 392.78 9.69 +21.50 0.11069 0.00 13.890 1 0.5500 5.9510 93.80 2.8893 5 276.0 16.40 396.90 17.92 +23.00 0.11425 0.00 13.890 1 0.5500 6.3730 92.40 3.3633 5 276.0 16.40 393.74 10.50 +26.70 0.35809 0.00 6.200 1 0.5070 6.9510 88.50 2.8617 8 307.0 17.40 391.70 9.71 +21.70 0.40771 0.00 6.200 1 0.5070 6.1640 91.30 3.0480 8 307.0 17.40 395.24 21.46 +27.50 0.62356 0.00 6.200 1 0.5070 6.8790 77.70 3.2721 8 307.0 17.40 390.39 9.93 +30.10 0.61470 0.00 6.200 0 0.5070 6.6180 80.80 3.2721 8 307.0 17.40 396.90 7.60 +44.80 0.31533 0.00 6.200 0 0.5040 8.2660 78.30 2.8944 8 307.0 17.40 385.05 4.14 +50.00 0.52693 0.00 6.200 0 0.5040 8.7250 83.00 2.8944 8 307.0 17.40 382.00 4.63 +37.60 0.38214 0.00 6.200 0 0.5040 8.0400 86.50 3.2157 8 307.0 17.40 387.38 3.13 +31.60 0.41238 0.00 6.200 0 0.5040 7.1630 79.90 3.2157 8 307.0 17.40 372.08 6.36 +46.70 0.29819 0.00 6.200 0 0.5040 7.6860 17.00 3.3751 8 307.0 17.40 377.51 3.92 +31.50 0.44178 0.00 6.200 0 0.5040 6.5520 21.40 3.3751 8 307.0 17.40 380.34 3.76 +24.30 0.53700 0.00 6.200 0 0.5040 5.9810 68.10 3.6715 8 307.0 17.40 378.35 11.65 +31.70 0.46296 0.00 6.200 0 0.5040 7.4120 76.90 3.6715 8 307.0 17.40 376.14 5.25 +41.70 0.57529 0.00 6.200 0 0.5070 8.3370 73.30 3.8384 8 307.0 17.40 385.91 2.47 +48.30 0.33147 0.00 6.200 0 0.5070 8.2470 70.40 3.6519 8 307.0 17.40 378.95 3.95 +29.00 0.44791 0.00 6.200 1 0.5070 6.7260 66.50 3.6519 8 307.0 17.40 360.20 8.05 +24.00 0.33045 0.00 6.200 0 0.5070 6.0860 61.50 3.6519 8 307.0 17.40 376.75 10.88 +25.10 0.52058 0.00 6.200 1 0.5070 6.6310 76.50 4.1480 8 307.0 17.40 388.45 9.54 +31.50 0.51183 0.00 6.200 0 0.5070 7.3580 71.60 4.1480 8 307.0 17.40 390.07 4.73 +23.70 0.08244 30.00 4.930 0 0.4280 6.4810 18.50 6.1899 6 300.0 16.60 379.41 6.36 +23.30 0.09252 30.00 4.930 0 0.4280 6.6060 42.20 6.1899 6 300.0 16.60 383.78 7.37 +22.00 0.11329 30.00 4.930 0 0.4280 6.8970 54.30 6.3361 6 300.0 16.60 391.25 11.38 +20.10 0.10612 30.00 4.930 0 0.4280 6.0950 65.10 6.3361 6 300.0 16.60 394.62 12.40 +22.20 0.10290 30.00 4.930 0 0.4280 6.3580 52.90 7.0355 6 300.0 16.60 372.75 11.22 +23.70 0.12757 30.00 4.930 0 0.4280 6.3930 7.80 7.0355 6 300.0 16.60 374.71 5.19 +17.60 0.20608 22.00 5.860 0 0.4310 5.5930 76.50 7.9549 7 330.0 19.10 372.49 12.50 +18.50 0.19133 22.00 5.860 0 0.4310 5.6050 70.20 7.9549 7 330.0 19.10 389.13 18.46 +24.30 0.33983 22.00 5.860 0 0.4310 6.1080 34.90 8.0555 7 330.0 19.10 390.18 9.16 +20.50 0.19657 22.00 5.860 0 0.4310 6.2260 79.20 8.0555 7 330.0 19.10 376.14 10.15 +24.50 0.16439 22.00 5.860 0 0.4310 6.4330 49.10 7.8265 7 330.0 19.10 374.71 9.52 +26.20 0.19073 22.00 5.860 0 0.4310 6.7180 17.50 7.8265 7 330.0 19.10 393.74 6.56 +24.40 0.14030 22.00 5.860 0 0.4310 6.4870 13.00 7.3967 7 330.0 19.10 396.28 5.90 +24.80 0.21409 22.00 5.860 0 0.4310 6.4380 8.90 7.3967 7 330.0 19.10 377.07 3.59 +29.60 0.08221 22.00 5.860 0 0.4310 6.9570 6.80 8.9067 7 330.0 19.10 386.09 3.53 +42.80 0.36894 22.00 5.860 0 0.4310 8.2590 8.40 8.9067 7 330.0 19.10 396.90 3.54 +21.90 0.04819 80.00 3.640 0 0.3920 6.1080 32.00 9.2203 1 315.0 16.40 392.89 6.57 +20.90 0.03548 80.00 3.640 0 0.3920 5.8760 19.10 9.2203 1 315.0 16.40 395.18 9.25 +44.00 0.01538 90.00 3.750 0 0.3940 7.4540 34.20 6.3361 3 244.0 15.90 386.34 3.11 +50.00 0.61154 20.00 3.970 0 0.6470 8.7040 86.90 1.8010 5 264.0 13.00 389.70 5.12 +36.00 0.66351 20.00 3.970 0 0.6470 7.3330 100.00 1.8946 5 264.0 13.00 383.29 7.79 +30.10 0.65665 20.00 3.970 0 0.6470 6.8420 100.00 2.0107 5 264.0 13.00 391.93 6.90 +33.80 0.54011 20.00 3.970 0 0.6470 7.2030 81.80 2.1121 5 264.0 13.00 392.80 9.59 +43.10 0.53412 20.00 3.970 0 0.6470 7.5200 89.40 2.1398 5 264.0 13.00 388.37 7.26 +48.80 0.52014 20.00 3.970 0 0.6470 8.3980 91.50 2.2885 5 264.0 13.00 386.86 5.91 +31.00 0.82526 20.00 3.970 0 0.6470 7.3270 94.50 2.0788 5 264.0 13.00 393.42 11.25 +36.50 0.55007 20.00 3.970 0 0.6470 7.2060 91.60 1.9301 5 264.0 13.00 387.89 8.10 +22.80 0.76162 20.00 3.970 0 0.6470 5.5600 62.80 1.9865 5 264.0 13.00 392.40 10.45 +30.70 0.78570 20.00 3.970 0 0.6470 7.0140 84.60 2.1329 5 264.0 13.00 384.07 14.79 +50.00 0.57834 20.00 3.970 0 0.5750 8.2970 67.00 2.4216 5 264.0 13.00 384.54 7.44 +43.50 0.54050 20.00 3.970 0 0.5750 7.4700 52.60 2.8720 5 264.0 13.00 390.30 3.16 +20.70 0.09065 20.00 6.960 1 0.4640 5.9200 61.50 3.9175 3 223.0 18.60 391.34 13.65 +21.10 0.29916 20.00 6.960 0 0.4640 5.8560 42.10 4.4290 3 223.0 18.60 388.65 13.00 +25.20 0.16211 20.00 6.960 0 0.4640 6.2400 16.30 4.4290 3 223.0 18.60 396.90 6.59 +24.40 0.11460 20.00 6.960 0 0.4640 6.5380 58.70 3.9175 3 223.0 18.60 394.96 7.73 +35.20 0.22188 20.00 6.960 1 0.4640 7.6910 51.80 4.3665 3 223.0 18.60 390.77 6.58 +32.40 0.05644 40.00 6.410 1 0.4470 6.7580 32.90 4.0776 4 254.0 17.60 396.90 3.53 +32.00 0.09604 40.00 6.410 0 0.4470 6.8540 42.80 4.2673 4 254.0 17.60 396.90 2.98 +33.20 0.10469 40.00 6.410 1 0.4470 7.2670 49.00 4.7872 4 254.0 17.60 389.25 6.05 +33.10 0.06127 40.00 6.410 1 0.4470 6.8260 27.60 4.8628 4 254.0 17.60 393.45 4.16 +29.10 0.07978 40.00 6.410 0 0.4470 6.4820 32.10 4.1403 4 254.0 17.60 396.90 7.19 +35.10 0.21038 20.00 3.330 0 0.4429 6.8120 32.20 4.1007 5 216.0 14.90 396.90 4.85 +45.40 0.03578 20.00 3.330 0 0.4429 7.8200 64.50 4.6947 5 216.0 14.90 387.31 3.76 +35.40 0.03705 20.00 3.330 0 0.4429 6.9680 37.20 5.2447 5 216.0 14.90 392.23 4.59 +46.00 0.06129 20.00 3.330 1 0.4429 7.6450 49.70 5.2119 5 216.0 14.90 377.07 3.01 +50.00 0.01501 90.00 1.210 1 0.4010 7.9230 24.80 5.8850 1 198.0 13.60 395.52 3.16 +32.20 0.00906 90.00 2.970 0 0.4000 7.0880 20.80 7.3073 1 285.0 15.30 394.72 7.85 +22.00 0.01096 55.00 2.250 0 0.3890 6.4530 31.90 7.3073 1 300.0 15.30 394.72 8.23 +20.10 0.01965 80.00 1.760 0 0.3850 6.2300 31.50 9.0892 1 241.0 18.20 341.60 12.93 +23.20 0.03871 52.50 5.320 0 0.4050 6.2090 31.30 7.3172 6 293.0 16.60 396.90 7.14 +22.30 0.04590 52.50 5.320 0 0.4050 6.3150 45.60 7.3172 6 293.0 16.60 396.90 7.60 +24.80 0.04297 52.50 5.320 0 0.4050 6.5650 22.90 7.3172 6 293.0 16.60 371.72 9.51 +28.50 0.03502 80.00 4.950 0 0.4110 6.8610 27.90 5.1167 4 245.0 19.20 396.90 3.33 +37.30 0.07886 80.00 4.950 0 0.4110 7.1480 27.70 5.1167 4 245.0 19.20 396.90 3.56 +27.90 0.03615 80.00 4.950 0 0.4110 6.6300 23.40 5.1167 4 245.0 19.20 396.90 4.70 +23.90 0.08265 0.00 13.920 0 0.4370 6.1270 18.40 5.5027 4 289.0 16.00 396.90 8.58 +21.70 0.08199 0.00 13.920 0 0.4370 6.0090 42.30 5.5027 4 289.0 16.00 396.90 10.40 +28.60 0.12932 0.00 13.920 0 0.4370 6.6780 31.10 5.9604 4 289.0 16.00 396.90 6.27 +27.10 0.05372 0.00 13.920 0 0.4370 6.5490 51.00 5.9604 4 289.0 16.00 392.85 7.39 +20.30 0.14103 0.00 13.920 0 0.4370 5.7900 58.00 6.3200 4 289.0 16.00 396.90 15.84 +22.50 0.06466 70.00 2.240 0 0.4000 6.3450 20.10 7.8278 5 358.0 14.80 368.24 4.97 +29.00 0.05561 70.00 2.240 0 0.4000 7.0410 10.00 7.8278 5 358.0 14.80 371.58 4.74 +24.80 0.04417 70.00 2.240 0 0.4000 6.8710 47.40 7.8278 5 358.0 14.80 390.86 6.07 +22.00 0.03537 34.00 6.090 0 0.4330 6.5900 40.40 5.4917 7 329.0 16.10 395.75 9.50 +26.40 0.09266 34.00 6.090 0 0.4330 6.4950 18.40 5.4917 7 329.0 16.10 383.61 8.67 +33.10 0.10000 34.00 6.090 0 0.4330 6.9820 17.70 5.4917 7 329.0 16.10 390.43 4.86 +36.10 0.05515 33.00 2.180 0 0.4720 7.2360 41.10 4.0220 7 222.0 18.40 393.68 6.93 +28.40 0.05479 33.00 2.180 0 0.4720 6.6160 58.10 3.3700 7 222.0 18.40 393.36 8.93 +33.40 0.07503 33.00 2.180 0 0.4720 7.4200 71.90 3.0992 7 222.0 18.40 396.90 6.47 +28.20 0.04932 33.00 2.180 0 0.4720 6.8490 70.30 3.1827 7 222.0 18.40 396.90 7.53 +22.80 0.49298 0.00 9.900 0 0.5440 6.6350 82.50 3.3175 4 304.0 18.40 396.90 4.54 +20.30 0.34940 0.00 9.900 0 0.5440 5.9720 76.70 3.1025 4 304.0 18.40 396.24 9.97 +16.10 2.63548 0.00 9.900 0 0.5440 4.9730 37.80 2.5194 4 304.0 18.40 350.45 12.64 +22.10 0.79041 0.00 9.900 0 0.5440 6.1220 52.80 2.6403 4 304.0 18.40 396.90 5.98 +19.40 0.26169 0.00 9.900 0 0.5440 6.0230 90.40 2.8340 4 304.0 18.40 396.30 11.72 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2.5806 24 666.0 20.20 10.48 19.01 +13.50 8.20058 0.00 18.100 0 0.7130 5.9360 80.30 2.7792 24 666.0 20.20 3.50 16.94 +14.90 7.75223 0.00 18.100 0 0.7130 6.3010 83.70 2.7831 24 666.0 20.20 272.21 16.23 +20.00 6.80117 0.00 18.100 0 0.7130 6.0810 84.40 2.7175 24 666.0 20.20 396.90 14.70 +16.40 4.81213 0.00 18.100 0 0.7130 6.7010 90.00 2.5975 24 666.0 20.20 255.23 16.42 +17.70 3.69311 0.00 18.100 0 0.7130 6.3760 88.40 2.5671 24 666.0 20.20 391.43 14.65 +19.50 6.65492 0.00 18.100 0 0.7130 6.3170 83.00 2.7344 24 666.0 20.20 396.90 13.99 +20.20 5.82115 0.00 18.100 0 0.7130 6.5130 89.90 2.8016 24 666.0 20.20 393.82 10.29 +21.40 7.83932 0.00 18.100 0 0.6550 6.2090 65.40 2.9634 24 666.0 20.20 396.90 13.22 +19.90 3.16360 0.00 18.100 0 0.6550 5.7590 48.20 3.0665 24 666.0 20.20 334.40 14.13 +19.00 3.77498 0.00 18.100 0 0.6550 5.9520 84.70 2.8715 24 666.0 20.20 22.01 17.15 +19.10 4.42228 0.00 18.100 0 0.5840 6.0030 94.50 2.5403 24 666.0 20.20 331.29 21.32 +19.10 15.57570 0.00 18.100 0 0.5800 5.9260 71.00 2.9084 24 666.0 20.20 368.74 18.13 +20.10 13.07510 0.00 18.100 0 0.5800 5.7130 56.70 2.8237 24 666.0 20.20 396.90 14.76 +19.90 4.34879 0.00 18.100 0 0.5800 6.1670 84.00 3.0334 24 666.0 20.20 396.90 16.29 +19.60 4.03841 0.00 18.100 0 0.5320 6.2290 90.70 3.0993 24 666.0 20.20 395.33 12.87 +23.20 3.56868 0.00 18.100 0 0.5800 6.4370 75.00 2.8965 24 666.0 20.20 393.37 14.36 +29.80 4.64689 0.00 18.100 0 0.6140 6.9800 67.60 2.5329 24 666.0 20.20 374.68 11.66 +13.80 8.05579 0.00 18.100 0 0.5840 5.4270 95.40 2.4298 24 666.0 20.20 352.58 18.14 +13.30 6.39312 0.00 18.100 0 0.5840 6.1620 97.40 2.2060 24 666.0 20.20 302.76 24.10 +16.70 4.87141 0.00 18.100 0 0.6140 6.4840 93.60 2.3053 24 666.0 20.20 396.21 18.68 +12.00 15.02340 0.00 18.100 0 0.6140 5.3040 97.30 2.1007 24 666.0 20.20 349.48 24.91 +14.60 10.23300 0.00 18.100 0 0.6140 6.1850 96.70 2.1705 24 666.0 20.20 379.70 18.03 +21.40 14.33370 0.00 18.100 0 0.6140 6.2290 88.00 1.9512 24 666.0 20.20 383.32 13.11 +23.00 5.82401 0.00 18.100 0 0.5320 6.2420 64.70 3.4242 24 666.0 20.20 396.90 10.74 +23.70 5.70818 0.00 18.100 0 0.5320 6.7500 74.90 3.3317 24 666.0 20.20 393.07 7.74 +25.00 5.73116 0.00 18.100 0 0.5320 7.0610 77.00 3.4106 24 666.0 20.20 395.28 7.01 +21.80 2.81838 0.00 18.100 0 0.5320 5.7620 40.30 4.0983 24 666.0 20.20 392.92 10.42 +20.60 2.37857 0.00 18.100 0 0.5830 5.8710 41.90 3.7240 24 666.0 20.20 370.73 13.34 +21.20 3.67367 0.00 18.100 0 0.5830 6.3120 51.90 3.9917 24 666.0 20.20 388.62 10.58 +19.10 5.69175 0.00 18.100 0 0.5830 6.1140 79.80 3.5459 24 666.0 20.20 392.68 14.98 +20.60 4.83567 0.00 18.100 0 0.5830 5.9050 53.20 3.1523 24 666.0 20.20 388.22 11.45 +15.20 0.15086 0.00 27.740 0 0.6090 5.4540 92.70 1.8209 4 711.0 20.10 395.09 18.06 +7.00 0.18337 0.00 27.740 0 0.6090 5.4140 98.30 1.7554 4 711.0 20.10 344.05 23.97 +8.10 0.20746 0.00 27.740 0 0.6090 5.0930 98.00 1.8226 4 711.0 20.10 318.43 29.68 +13.60 0.10574 0.00 27.740 0 0.6090 5.9830 98.80 1.8681 4 711.0 20.10 390.11 18.07 +20.10 0.11132 0.00 27.740 0 0.6090 5.9830 83.50 2.1099 4 711.0 20.10 396.90 13.35 +21.80 0.17331 0.00 9.690 0 0.5850 5.7070 54.00 2.3817 6 391.0 19.20 396.90 12.01 +24.50 0.27957 0.00 9.690 0 0.5850 5.9260 42.60 2.3817 6 391.0 19.20 396.90 13.59 +23.10 0.17899 0.00 9.690 0 0.5850 5.6700 28.80 2.7986 6 391.0 19.20 393.29 17.60 +19.70 0.28960 0.00 9.690 0 0.5850 5.3900 72.90 2.7986 6 391.0 19.20 396.90 21.14 +18.30 0.26838 0.00 9.690 0 0.5850 5.7940 70.60 2.8927 6 391.0 19.20 396.90 14.10 +21.20 0.23912 0.00 9.690 0 0.5850 6.0190 65.30 2.4091 6 391.0 19.20 396.90 12.92 +17.50 0.17783 0.00 9.690 0 0.5850 5.5690 73.50 2.3999 6 391.0 19.20 395.77 15.10 +16.80 0.22438 0.00 9.690 0 0.5850 6.0270 79.70 2.4982 6 391.0 19.20 396.90 14.33 +22.40 0.06263 0.00 11.930 0 0.5730 6.5930 69.10 2.4786 1 273.0 21.00 391.99 9.67 +20.60 0.04527 0.00 11.930 0 0.5730 6.1200 76.70 2.2875 1 273.0 21.00 396.90 9.08 +23.90 0.06076 0.00 11.930 0 0.5730 6.9760 91.00 2.1675 1 273.0 21.00 396.90 5.64 +22.00 0.10959 0.00 11.930 0 0.5730 6.7940 89.30 2.3889 1 273.0 21.00 393.45 6.48 +11.90 0.04741 0.00 11.930 0 0.5730 6.0300 80.80 2.5050 1 273.0 21.00 396.90 7.88 From 1ac7164c19a8e5c1c90994de225fe5d80dad12d8 Mon Sep 17 00:00:00 2001 From: Eric Erhardt Date: Tue, 9 Oct 2018 09:42:43 -0500 Subject: [PATCH 2/3] Allow BaseTestBaseline to check Common first. A lot of baseline tests have duplicated baselines between debug and release. Allow BaseTestBaseline to check the Common baseline directory for a baseline file first. Fix #410 --- ...nScoreEvaluateQuantileRegression-1-out.txt | 0 ...nScoreEvaluateQuantileRegression-2-out.txt | 0 ...reEvaluateQuantileRegression-3-metrics.txt | 0 ...nScoreEvaluateQuantileRegression-3-out.txt | 0 ...nScoreEvaluateQuantileRegression-4-out.txt | 0 ...inScoreEvaluateQuantileRegression-data.txt | 0 ...ainScoreEvaluateQuantileRegression-out.txt | 0 ...nScoreEvaluateQuantileRegression-1-out.txt | 1 - ...nScoreEvaluateQuantileRegression-2-out.txt | 1 - ...reEvaluateQuantileRegression-3-metrics.txt | 507 ----------------- ...nScoreEvaluateQuantileRegression-3-out.txt | 15 - ...nScoreEvaluateQuantileRegression-4-out.txt | 15 - ...inScoreEvaluateQuantileRegression-data.txt | 514 ------------------ ...ainScoreEvaluateQuantileRegression-out.txt | 13 - .../BaseTestBaseline.cs | 146 +---- 15 files changed, 23 insertions(+), 1189 deletions(-) rename test/BaselineOutput/{SingleDebug => Common}/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt (100%) rename test/BaselineOutput/{SingleDebug => Common}/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt (100%) rename test/BaselineOutput/{SingleDebug => Common}/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt (100%) rename test/BaselineOutput/{SingleDebug => Common}/Command/CommandTrainScoreEvaluateQuantileRegression-3-out.txt (100%) rename test/BaselineOutput/{SingleDebug => Common}/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt (100%) rename test/BaselineOutput/{SingleDebug => Common}/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt (100%) rename test/BaselineOutput/{SingleDebug => Common}/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt (100%) delete mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt delete mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt delete mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt delete mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-3-out.txt delete mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt delete mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt delete mode 100644 test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt b/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt similarity index 100% rename from test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt rename to test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt b/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt similarity index 100% rename from test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt rename to test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt b/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt similarity index 100% rename from test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt rename to test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-3-out.txt b/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-3-out.txt similarity index 100% rename from test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-3-out.txt rename to test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-3-out.txt diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt b/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt similarity index 100% rename from test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt rename to test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt b/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt similarity index 100% rename from test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt rename to test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt diff --git a/test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt b/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt similarity index 100% rename from test/BaselineOutput/SingleDebug/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt rename to test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt diff --git a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt deleted file mode 100644 index d83d804fed..0000000000 --- a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-1-out.txt +++ /dev/null @@ -1 +0,0 @@ -Wrote 506 rows across 3 columns in %Time% diff --git a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt deleted file mode 100644 index 0367c2f883..0000000000 --- a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-2-out.txt +++ /dev/null @@ -1 +0,0 @@ -Wrote 506 rows of length 19 diff --git a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt deleted file mode 100644 index 1587764629..0000000000 --- a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-3-metrics.txt +++ /dev/null @@ -1,507 +0,0 @@ -Instance Label Quantile-0 Quantile-0.25 Quantile-0.5 Quantile-0.75 Quantile-1 L1-loss (Quantile-0) L1-loss (Quantile-0.25) L1-loss (Quantile-0.5) L1-loss (Quantile-0.75) L1-loss (Quantile-1) L2-loss (Quantile-0) L2-loss (Quantile-0.25) L2-loss (Quantile-0.5) L2-loss (Quantile-0.75) L2-loss (Quantile-1) -0 24 11.9 23.8 26.5 30.1 50 12.100000381469727 0.20000076293945312 2.5 6.1000003814697266 26 146.41000923156753 0.040000305176363327 6.25 37.21000465393081 676 -1 21.6 11.9 21.6 23.1 24.8 50 9.7000007629394531 0 1.5 3.1999988555908203 28.399999618530273 94.090014801025973 0 2.25 10.23999267578256 806.55997833251968 -2 34.7 10.4 31.6 34.7 37.3 50 24.30000114440918 3.1000003814697266 0 2.5999984741210938 15.299999237060547 590.49005561828744 9.6100023651124502 0 6.7599920654320158 234.08997665405332 -3 33.4 10.4 31.5 33.4 37.2 50 23.000001907348633 1.9000015258789062 0 3.7999992370605469 16.599998474121094 529.00008773804075 3.6100057983421721 0 14.439994201660738 275.55994934082264 -4 36.2 10.4 29.6 33.2 36.1 50 25.80000114440918 6.6000003814697266 3 0.10000228881835938 13.799999237060547 665.64005905151498 43.560005035400536 9 0.010000457768910564 190.43997894287168 -5 28.7 11.9 23.1 24.8 29.6 50 16.80000114440918 5.6000003814697266 3.9000015258789062 0.89999961853027344 21.299999237060547 282.24003845214975 31.360004272461083 15.210011901857797 0.80999931335463771 453.68996749877988 -6 22.9 10.2 19.1 20.4 22.3 50 12.699999809265137 3.7999992370605469 2.5 0.60000038146972656 27.100000381469727 161.28999515533451 14.439994201660738 6.25 0.36000045776381739 734.41002067565933 -7 27.1 7 17.5 19.4 21.7 50 20.100000381469727 9.6000003814697266 7.7000007629394531 5.3999996185302734 22.899999618530273 404.01001533508315 92.160007324218896 59.29001174926816 29.159995880127099 524.40998252868667 -8 16.5 7 15.6 18.5 20.3 50 9.5 0.89999961853027344 2 3.7999992370605469 33.5 90.25 0.80999931335463771 4 14.439994201660738 1122.25 -9 18.9 8.1 17.7 19.4 21.5 50 10.799999237060547 1.1999988555908203 0.5 2.6000003814697266 31.100000381469727 116.63998352050839 1.4399972534192784 0.25 6.7600019836427236 967.21002372741714 -10 15 7 16.5 18.9 21.6 50 8 1.5 3.8999996185302734 6.6000003814697266 35 64 2.25 15.209997024536278 43.560005035400536 1225 -11 18.9 10.2 18.9 20.1 22 50 8.6999998092651367 0 1.2000007629394531 3.1000003814697266 31.100000381469727 75.689996681213415 0 1.4400018310552696 9.6100023651124502 967.21002372741714 -12 21.7 10.2 18.8 20.1 21.8 50 11.500000953674316 2.9000015258789062 1.6000003814697266 0.09999847412109375 28.299999237060547 132.25002193451019 8.4100088500999846 2.5600012207032705 0.0099996948265470564 800.88995681762754 -13 20.4 10.9 19.5 20.6 23 50 9.5 0.89999961853027344 0.20000076293945312 2.6000003814697266 29.600000381469727 90.25 0.80999931335463771 0.040000305176363327 6.7600019836427236 876.16002258300796 -14 18.2 7 18.2 19.6 21.2 50 11.200000762939453 0 1.3999996185302734 3 31.799999237060547 125.44001708984433 0 1.9599989318849111 9 1011.2399514770514 -15 19.9 7 19.5 20.6 22.9 50 12.899999618530273 0.39999961853027344 0.70000076293945312 3 30.100000381469727 166.4099901580812 0.15999969482436427 0.49000106811581645 9 906.01002296447768 -16 23.1 10.2 20.4 22.2 24.3 50 12.90000057220459 2.7000007629394531 0.89999961853027344 1.1999988555908203 26.899999618530273 166.41001476287875 7.290004119873629 0.80999931335463771 1.4399972534192784 723.60997947692886 -17 17.5 10.2 17.1 18.9 20.3 50 7.3000001907348633 0.39999961853027344 1.3999996185302734 2.7999992370605469 32.5 53.29000278472904 0.15999969482436427 1.9599989318849111 7.8399957275396446 1056.25 -18 20.2 7 17.6 19.9 21.4 31 13.200000762939453 2.6000003814697266 0.30000114440917969 1.1999988555908203 10.799999237060547 174.24002014160214 6.7600019836427236 0.090000686646817485 1.4399972534192784 116.63998352050839 -19 18.2 7 18.2 19.9 21.7 50 11.200000762939453 0 1.6999988555908203 3.5 31.799999237060547 125.44001708984433 0 2.8899961090100987 12.25 1011.2399514770514 -20 13.6 5 13.4 14.5 17.2 50 8.6000003814697266 0.20000076293945312 0.89999961853027344 3.6000003814697266 36.399999618530273 73.960006561279442 0.040000305176363327 0.80999931335463771 12.960002746582177 1324.9599722290041 -21 19.6 10.9 17.6 19.5 20.9 29.8 8.7000007629394531 2 0.10000038146972656 1.2999992370605469 10.19999885559082 75.690013275147066 4 0.010000076294090832 1.689998016358004 104.03997665405404 -22 15.2 7 14.3 16.1 19 27.5 8.1999998092651367 0.89999961853027344 0.90000057220458984 3.8000001907348633 12.300000190734863 67.239996871948279 0.80999931335463771 0.81000102996858914 14.440001449584997 151.29000469207767 -23 14.5 5 13.6 15 17.8 50 9.5 0.89999961853027344 0.5 3.2999992370605469 35.5 90.25 0.80999931335463771 0.25 10.889994964600191 1260.25 -24 15.6 7 14.8 17.25 19.3 27.9 8.6000003814697266 0.80000019073486328 1.6499996185302734 3.6999988555908203 12.299999237060547 73.960006561279442 0.64000030517581763 2.7224987411500479 13.68999153137338 151.28998123169004 -25 13.9 7 13.8 15.6 18 29.8 6.8999996185302734 0.099999427795410156 1.7000007629394531 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/dev/null @@ -1,15 +0,0 @@ -L1(avg): 1.926877 -L2(avg): 10.630326 -RMS(avg): 3.260418 -Loss-fn(avg): 10.630326 -R Squared: 0.874077 - -OVERALL RESULTS ---------------------------------------- -L1(avg): 1.926877 (0.0000) -L2(avg): 10.630326 (0.0000) -RMS(avg): 3.260418 (0.0000) -Loss-fn(avg): 10.630326 (0.0000) -R Squared: 0.874077 (0.0000) - ---------------------------------------- diff --git a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt deleted file mode 100644 index e1f7a69e99..0000000000 --- a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-4-out.txt +++ /dev/null @@ -1,15 +0,0 @@ -L1(avg): 1.926877 -L2(avg): 10.630326 -RMS(avg): 3.260418 -Loss-fn(avg): 10.630326 -R Squared: 0.874077 - -OVERALL RESULTS ---------------------------------------- -L1(avg): 1.926877 (0.0000) -L2(avg): 10.630326 (0.0000) -RMS(avg): 3.260418 (0.0000) -Loss-fn(avg): 10.630326 (0.0000) -R Squared: 0.874077 (0.0000) - ---------------------------------------- diff --git a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt deleted file mode 100644 index 2a90c11ed7..0000000000 --- a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt +++ /dev/null @@ -1,514 +0,0 @@ -#@ TextLoader{ -#@ header+ -#@ sep=tab -#@ col=Label:R4:0 -#@ col=Features:R4:1-13 -#@ col=Score:R4:14-18 -#@ } -Label 18 13:Quantile-0 14:Quantile-0.25 15:Quantile-0.5 16:Quantile-0.75 17:Quantile-1 -24 0.00632 18 2.31 0 0.538 6.575 65.2 4.09 1 296 15.3 396.9 4.98 11.9 23.8 26.5 30.1 50 -21.6 0.02731 0 7.07 0 0.469 6.421 78.9 4.9671 2 242 17.8 396.9 9.14 11.9 21.6 23.1 24.8 50 -34.7 0.02729 0 7.07 0 0.469 7.185 61.1 4.9671 2 242 17.8 392.83 4.03 10.4 31.6 34.7 37.3 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94 1.7364 5 403 14.7 88.63 16.14 7 14.3 15.6 18.4 27.9 -41.3 1.22358 0 19.58 0 0.605 6.943 97.4 1.8773 5 403 14.7 363.43 4.59 10.4 28.5 33.2 41.3 50 -24.3 1.34284 0 19.58 0 0.605 6.066 100 1.7573 5 403 14.7 353.89 6.43 7 21.1 23.9 28.4 50 -23.3 1.42502 0 19.58 0 0.871 6.51 100 1.7659 5 403 14.7 364.31 7.39 8.1 21.4 23.9 28.1 50 -27 1.27346 0 19.58 1 0.605 6.25 92.6 1.7984 5 403 14.7 338.92 5.5 7 22.8 24.6 29.4 50 -50 1.46336 0 19.58 0 0.605 7.489 90.8 1.9709 5 403 14.7 374.43 1.73 10.4 41.7 48.3 50 50 -50 1.83377 0 19.58 1 0.605 7.802 98.2 2.0407 5 403 14.7 389.61 1.92 10.4 41.7 48.3 50 50 -50 1.51902 0 19.58 1 0.605 8.375 93.9 2.162 5 403 14.7 388.45 3.32 10.4 41.7 48.3 50 50 -22.7 2.24236 0 19.58 0 0.605 5.854 91.8 2.422 5 403 14.7 395.11 11.64 10.2 19.3 21.2 23 50 -25 2.924 0 19.58 0 0.605 6.101 93 2.2834 5 403 14.7 240.16 9.81 7 19.6 22.3 24.3 50 -50 2.01019 0 19.58 0 0.605 7.929 96.2 2.0459 5 403 14.7 369.3 3.7 10.4 41.7 48.5 50 50 -23.8 1.80028 0 19.58 0 0.605 5.877 79.2 2.4259 5 403 14.7 227.61 12.14 7 19 20.6 22.8 50 -23.8 2.3004 0 19.58 0 0.605 6.319 96.1 2.1 5 403 14.7 297.09 11.1 7 19.3 21.4 23.2 50 -22.3 2.44953 0 19.58 0 0.605 6.402 95.2 2.2625 5 403 14.7 330.04 11.32 7 19.3 21.4 23.2 50 -17.4 1.20742 0 19.58 0 0.605 5.875 94.6 2.4259 5 403 14.7 292.29 14.43 7 17.4 19.8 22.3 50 -19.1 2.3139 0 19.58 0 0.605 5.88 97.3 2.3887 5 403 14.7 348.13 12.03 7 19 20.6 22.9 50 -23.1 0.13914 0 4.05 0 0.51 5.572 88.5 2.5961 5 296 16.6 396.9 14.69 10.2 19.1 21 23.1 50 -23.6 0.09178 0 4.05 0 0.51 6.416 84.1 2.6463 5 296 16.6 395.5 9.04 11.9 22 23.6 25.2 50 -22.6 0.08447 0 4.05 0 0.51 5.859 68.7 2.7019 5 296 16.6 393.23 9.64 11.9 20.3 22.2 23.9 50 -29.4 0.06664 0 4.05 0 0.51 6.546 33.1 3.1323 5 296 16.6 390.96 5.33 11.9 23.6 25.3 29.4 50 -23.2 0.07022 0 4.05 0 0.51 6.02 47.2 3.5549 5 296 16.6 393.23 10.11 10.2 20 22 23.3 36.4 -24.6 0.05425 0 4.05 0 0.51 6.315 73.4 3.3175 5 296 16.6 395.6 6.29 11.9 22.6 24 26.5 50 -29.9 0.06642 0 4.05 0 0.51 6.86 74.4 2.9153 5 296 16.6 391.27 6.92 10.4 24 28 31.1 50 -37.2 0.0578 0 2.46 0 0.488 6.98 58.4 2.829 3 193 17.8 396.9 5.04 10.4 30.3 33.4 37 50 -39.8 0.06588 0 2.46 0 0.488 7.765 83.3 2.741 3 193 17.8 395.56 7.56 15 32.7 38.7 46.7 50 -36.2 0.06888 0 2.46 0 0.488 6.144 62.2 2.5979 3 193 17.8 396.9 9.45 11.9 22.1 24.5 29.1 50 -37.9 0.09103 0 2.46 0 0.488 7.155 92.2 2.7006 3 193 17.8 394.12 4.82 10.4 31.7 34.9 37.3 50 -32.5 0.10008 0 2.46 0 0.488 6.563 95.6 2.847 3 193 17.8 396.9 5.68 11.9 24.6 28.6 32.5 50 -26.4 0.08308 0 2.46 0 0.488 5.604 89.8 2.9879 3 193 17.8 391 13.98 10.9 19.9 22 24.3 50 -29.6 0.06047 0 2.46 0 0.488 6.153 68.8 3.2797 3 193 17.8 387.11 13.15 10.9 20.6 22.6 25 50 -50 0.05602 0 2.46 0 0.488 7.831 53.6 3.1992 3 193 17.8 392.63 4.45 20.1 37.9 44.8 50 50 -32 0.07875 45 3.44 0 0.437 6.782 41.1 3.7886 5 398 15.2 393.87 6.68 15 24.4 28.2 31.5 50 -29.8 0.12579 45 3.44 0 0.437 6.556 29.1 4.5667 5 398 15.2 382.84 4.56 15.2 24.8 29.8 32.5 50 -34.9 0.0837 45 3.44 0 0.437 7.185 38.9 4.5667 5 398 15.2 396.9 5.39 15 31 33.2 36 50 -37 0.09068 45 3.44 0 0.437 6.951 21.5 6.4798 5 398 15.2 377.68 5.1 10.4 28.7 31.7 35.1 50 -30.5 0.06911 45 3.44 0 0.437 6.739 30.8 6.4798 5 398 15.2 389.71 4.69 17.1 26.6 30.1 32.7 50 -36.4 0.08664 45 3.44 0 0.437 7.178 26.3 6.4798 5 398 15.2 390.49 2.87 15 31.7 34.7 37.3 50 -31.1 0.02187 60 2.93 0 0.401 6.8 9.9 6.2196 1 265 15.6 393.37 5.03 10.4 26.2 29.8 32.7 50 -29.1 0.01439 60 2.93 0 0.401 6.604 18.8 6.2196 1 265 15.6 376.7 4.38 15.2 26.2 29.8 32.9 50 -50 0.01381 80 0.46 0 0.422 7.875 32 5.6484 4 255 14.4 394.23 2.97 21.9 39.8 46 50 50 -33.3 0.04011 80 1.52 0 0.404 7.287 34.1 7.309 2 329 12.6 396.9 4.08 15 32 34.7 37.9 50 -30.3 0.04666 80 1.52 0 0.404 7.107 36.6 7.309 2 329 12.6 354.31 8.61 10.4 25 30.85 34.6 50 -34.6 0.03768 80 1.52 0 0.404 7.274 38.3 7.309 2 329 12.6 392.2 6.62 10.4 28.7 32.7 35.2 50 -34.9 0.0315 95 1.47 0 0.403 6.975 15.3 7.6534 3 402 17 396.9 4.56 15 29.6 32.9 34.9 50 -32.9 0.01778 95 1.47 0 0.403 7.135 13.9 7.6534 3 402 17 384.3 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395.24 23.98 7 16.6 19.3 21.7 50 -22.4 0.21719 0 10.59 1 0.489 5.807 53.8 3.6526 4 277 18.6 390.94 16.03 10.2 18.9 20.3 22.4 50 -28.1 0.14052 0 10.59 0 0.489 6.375 32.3 3.9454 4 277 18.6 385.81 9.38 11.9 22 23.7 25 50 -23.7 0.28955 0 10.59 0 0.489 5.412 9.8 3.5875 4 277 18.6 348.93 29.55 7 16.6 19.4 21.7 50 -25 0.19802 0 10.59 0 0.489 6.182 42.4 3.9454 4 277 18.6 393.63 9.47 11.9 22 23.6 25 50 -23.3 0.0456 0 13.89 1 0.55 5.888 56 3.1121 5 276 16.4 392.8 13.51 10.2 19.8 21.5 23.1 50 -28.7 0.07013 0 13.89 0 0.55 6.642 85.1 3.4211 5 276 16.4 392.78 9.69 11.9 22 24 28.1 50 -21.5 0.11069 0 13.89 1 0.55 5.951 93.8 2.8893 5 276 16.4 396.9 17.92 7 18.3 19.5 21.7 50 -23 0.11425 0 13.89 1 0.55 6.373 92.4 3.3633 5 276 16.4 393.74 10.5 10.9 20 21.8 23.2 50 -26.7 0.35809 0 6.2 1 0.507 6.951 88.5 2.8617 8 307 17.4 391.7 9.71 10.4 23.9 27.5 31 50 -21.7 0.40771 0 6.2 1 0.507 6.164 91.3 3.048 8 307 17.4 395.24 21.46 7 17.8 20 23.1 50 -27.5 0.62356 0 6.2 1 0.507 6.879 77.7 3.2721 8 307 17.4 390.39 9.93 10.4 22.7 26.5 29.8 50 -30.1 0.6147 0 6.2 0 0.507 6.618 80.8 3.2721 8 307 17.4 396.9 7.6 11.9 23.9 26.5 29.8 50 -44.8 0.31533 0 6.2 0 0.504 8.266 78.3 2.8944 8 307 17.4 385.05 4.14 21.6 38.7 44.8 50 50 -50 0.52693 0 6.2 0 0.504 8.725 83 2.8944 8 307 17.4 382 4.63 15 35.2 43.5 50 50 -37.6 0.38214 0 6.2 0 0.504 8.04 86.5 3.2157 8 307 17.4 387.38 3.13 21.6 38.7 44.8 50 50 -31.6 0.41238 0 6.2 0 0.504 7.163 79.9 3.2157 8 307 17.4 372.08 6.36 10.4 26.7 31.6 34.6 50 -46.7 0.29819 0 6.2 0 0.504 7.686 17 3.3751 8 307 17.4 377.51 3.92 21.6 37.6 44 50 50 -31.5 0.44178 0 6.2 0 0.504 6.552 21.4 3.3751 8 307 17.4 380.34 3.76 11.9 26.6 30.2 35.1 50 -24.3 0.537 0 6.2 0 0.504 5.981 68.1 3.6715 8 307 17.4 378.35 11.65 10.2 19.6 21.7 23.6 50 -31.7 0.46296 0 6.2 0 0.504 7.412 76.9 3.6715 8 307 17.4 376.14 5.25 10.4 29.1 32.7 35.4 50 -41.7 0.57529 0 6.2 0 0.507 8.337 73.3 3.8384 8 307 17.4 385.91 2.47 21.6 37.6 44 50 50 -48.3 0.33147 0 6.2 0 0.507 8.247 70.4 3.6519 8 307 17.4 378.95 3.95 21.6 37.6 44.8 50 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21.6 50 -18.5 0.19133 22 5.86 0 0.431 5.605 70.2 7.9549 7 330 19.1 389.13 18.46 7 17.6 19.4 21.7 42.8 -24.3 0.33983 22 5.86 0 0.431 6.108 34.9 8.0555 7 330 19.1 390.18 9.16 10.9 20.4 22.1 24.2 50 -20.5 0.19657 22 5.86 0 0.431 6.226 79.2 8.0555 7 330 19.1 376.14 10.15 10.2 18.9 20.6 22.9 50 -24.5 0.16439 22 5.86 0 0.431 6.433 49.1 7.8265 7 330 19.1 374.71 9.52 10.9 21.9 23.6 24.8 50 -26.2 0.19073 22 5.86 0 0.431 6.718 17.5 7.8265 7 330 19.1 393.74 6.56 13.4 23.7 25 28.2 50 -24.4 0.1403 22 5.86 0 0.431 6.487 13 7.3967 7 330 19.1 396.28 5.9 14.4 22.9 23.9 25 50 -24.8 0.21409 22 5.86 0 0.431 6.438 8.9 7.3967 7 330 19.1 377.07 3.59 14.4 23.7 26.6 32 50 -29.6 0.08221 22 5.86 0 0.431 6.957 6.8 8.9067 7 330 19.1 386.09 3.53 10.4 29.6 32.4 36.1 50 -42.8 0.36894 22 5.86 0 0.431 8.259 8.4 8.9067 7 330 19.1 396.9 3.54 15 34.9 42.8 48.3 50 -21.9 0.04819 80 3.64 0 0.392 6.108 32 9.2203 1 315 16.4 392.89 6.57 11.9 20.9 23 24.5 44 -20.9 0.03548 80 3.64 0 0.392 5.876 19.1 9.2203 1 315 16.4 395.18 9.25 11.9 19.6 21.2 23.2 50 -44 0.01538 90 3.75 0 0.394 7.454 34.2 6.3361 3 244 15.9 386.34 3.11 17.1 34.9 42.8 48.3 50 -50 0.61154 20 3.97 0 0.647 8.704 86.9 1.801 5 264 13 389.7 5.12 17.8 36 44.8 50 50 -36 0.66351 20 3.97 0 0.647 7.333 100 1.8946 5 264 13 383.29 7.79 10.4 30.1 33.3 36.5 50 -30.1 0.65665 20 3.97 0 0.647 6.842 100 2.0107 5 264 13 391.93 6.9 7 26.6 30.1 36 50 -33.8 0.54011 20 3.97 0 0.647 7.203 81.8 2.1121 5 264 13 392.8 9.59 10.4 28.2833 32.9 36.2 50 -43.1 0.53412 20 3.97 0 0.647 7.52 89.4 2.1398 5 264 13 388.37 7.26 17.8 33.8 43.1 50 50 -48.8 0.52014 20 3.97 0 0.647 8.398 91.5 2.2885 5 264 13 386.86 5.91 17.8 34.9 43.5 50 50 -31 0.82526 20 3.97 0 0.647 7.327 94.5 2.0788 5 264 13 393.42 11.25 10.4 23 30.1 33.8 50 -36.5 0.55007 20 3.97 0 0.647 7.206 91.6 1.9301 5 264 13 387.89 8.1 10.4 30.1 33.3 36.5 50 -22.8 0.76162 20 3.97 0 0.647 5.56 62.8 1.9865 5 264 13 392.4 10.45 7 20 22.5 24.4 50 -30.7 0.7857 20 3.97 0 0.647 7.014 84.6 2.1329 5 264 13 384.07 14.79 10.2 22.5 29.8 33.2 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666 20.2 291.55 14.1 5 15.3 19.5 21.4 50 -13.4 7.05042 0 18.1 0 0.614 6.103 85.1 2.0218 24 666 20.2 2.52 23.29 5 11.9 13.5 16.1 50 -11.7 8.79212 0 18.1 0 0.584 5.565 70.6 2.0635 24 666 20.2 3.65 17.16 6.3 13.1 14.5 17.2 50 -8.3 15.8603 0 18.1 0 0.679 5.896 95.4 1.9096 24 666 20.2 7.68 24.39 5 7.5 9.7 11.9 27.9 -10.2 12.2472 0 18.1 0 0.584 5.837 59.7 1.9976 24 666 20.2 24.65 15.69 5 12.7 14.9 18.9 50 -10.9 37.6619 0 18.1 0 0.679 6.202 78.7 1.8629 24 666 20.2 18.82 14.52 5 10.5 13.9 18.5 50 -11 7.36711 0 18.1 0 0.679 6.193 78.1 1.9356 24 666 20.2 96.73 21.52 5 9.5 12.1 13.8 50 -9.5 9.33889 0 18.1 0 0.679 6.38 95.6 1.9682 24 666 20.2 60.72 24.08 5 8.5 11.3 13.4 27.9 -14.5 8.49213 0 18.1 0 0.584 6.348 86.1 2.0527 24 666 20.2 83.45 17.64 6.3 13.3 14.5 17.2 50 -14.1 10.0623 0 18.1 0 0.584 6.833 94.3 2.0882 24 666 20.2 81.33 19.69 6.3 13.3 14.9 18.8 50 -16.1 6.44405 0 18.1 0 0.584 6.425 74.8 2.2004 24 666 20.2 97.95 12.03 6.3 17.4 20 21.7 50 -14.3 5.58107 0 18.1 0 0.713 6.436 87.9 2.3158 24 666 20.2 100.19 16.22 6.3 13.8 15.4 17.8 50 -11.7 13.9134 0 18.1 0 0.713 6.208 95 2.2222 24 666 20.2 100.63 15.17 5 11.7 13.8 16.7 50 -13.4 11.1604 0 18.1 0 0.74 6.629 94.6 2.1247 24 666 20.2 109.85 23.27 5 9.5 12.1 13.8 27.9 -9.6 14.4208 0 18.1 0 0.74 6.461 93.3 2.0026 24 666 20.2 27.49 18.05 5 10.44165 13.1 14.9 27.9 -8.7 15.1772 0 18.1 0 0.74 6.152 100 1.9142 24 666 20.2 9.32 26.45 5 8.3 10.2 12.7 27.9 -8.4 13.6781 0 18.1 0 0.74 5.935 87.9 1.8206 24 666 20.2 68.95 34.02 5 8.3 10.2 12.7 23.1 -12.8 9.39063 0 18.1 0 0.74 5.627 93.9 1.8172 24 666 20.2 396.9 22.88 5 9.5 11.8 13.8 50 -10.5 22.0511 0 18.1 0 0.74 5.818 92.4 1.8662 24 666 20.2 391.45 22.11 5 8.3 10.4 12.6 50 -17.1 9.72418 0 18.1 0 0.74 6.406 97.2 2.0651 24 666 20.2 385.96 19.52 5 12.7 14.1 16.3 50 -18.4 5.66637 0 18.1 0 0.74 6.219 100 2.0048 24 666 20.2 395.69 16.59 5 14.1 15.6 18.4 50 -15.4 9.96654 0 18.1 0 0.74 6.485 100 1.9784 24 666 20.2 386.73 18.85 5 12 13.8 15.4 50 -10.8 12.8023 0 18.1 0 0.74 5.854 96.6 1.8956 24 666 20.2 240.52 23.79 5 8.5 10.8 13.3 27.9 -11.8 10.6718 0 18.1 0 0.74 6.459 94.8 1.9879 24 666 20.2 43.06 23.98 5 8.7 11.8 13.4 27.9 -14.9 6.28807 0 18.1 0 0.74 6.341 96.4 2.072 24 666 20.2 318.01 17.79 6.3 13.4 14.9 16.8 50 -12.6 9.92485 0 18.1 0 0.74 6.251 96.6 2.198 24 666 20.2 388.52 16.44 5 12.6 14.1 16.7 50 -14.1 9.32909 0 18.1 0 0.713 6.185 98.7 2.2616 24 666 20.2 396.9 18.13 5 13.1 14.5 16.7 50 -13 7.52601 0 18.1 0 0.713 6.417 98.3 2.185 24 666 20.2 304.21 19.31 6.3 13 14.1 15.4 50 -13.4 6.71772 0 18.1 0 0.713 6.749 92.6 2.3236 24 666 20.2 0.32 17.44 6.3 13.4 14.8 16.7 50 -15.2 5.44114 0 18.1 0 0.713 6.655 98.2 2.3552 24 666 20.2 355.29 17.73 7 14.1 15.6 18.4 50 -16.1 5.09017 0 18.1 0 0.713 6.297 91.8 2.3682 24 666 20.2 385.09 17.27 5 14.3 16.1 19 50 -17.8 8.24809 0 18.1 0 0.713 7.393 99.3 2.4527 24 666 20.2 375.87 16.74 6.3 14.1 17.1 27.5 50 -14.9 9.51363 0 18.1 0 0.713 6.728 94.1 2.4961 24 666 20.2 6.68 18.71 5 12.7 14.1 15.4 32.5 -14.1 4.75237 0 18.1 0 0.713 6.525 86.5 2.4358 24 666 20.2 50.92 18.13 7 13.5 15.2 17.8 50 -12.7 4.66883 0 18.1 0 0.713 5.976 87.9 2.5806 24 666 20.2 10.48 19.01 7 13.4 14.9 17.5 50 -13.5 8.20058 0 18.1 0 0.713 5.936 80.3 2.7792 24 666 20.2 3.5 16.94 6.3 13 14.1 15.6 50 -14.9 7.75223 0 18.1 0 0.713 6.301 83.7 2.7831 24 666 20.2 272.21 16.23 6.3 13 14.2 16.7 50 -20 6.80117 0 18.1 0 0.713 6.081 84.4 2.7175 24 666 20.2 396.9 14.7 5 15.6 18.8 20.4 50 -16.4 4.81213 0 18.1 0 0.713 6.701 90 2.5975 24 666 20.2 255.23 16.42 6.3 14.1 15.6 18.8 50 -17.7 3.69311 0 18.1 0 0.713 6.376 88.4 2.5671 24 666 20.2 391.43 14.65 5 16.8 19.4 21.2 50 -19.5 6.65492 0 18.1 0 0.713 6.317 83 2.7344 24 666 20.2 396.9 13.99 5 17.5 20 21.7 50 -20.2 5.82115 0 18.1 0 0.713 6.513 89.9 2.8016 24 666 20.2 393.82 10.29 5 18.9 20.5 22.7 50 -21.4 7.83932 0 18.1 0 0.655 6.209 65.4 2.9634 24 666 20.2 396.9 13.22 5 18.5 20.6 22.6 50 -19.9 3.1636 0 18.1 0 0.655 5.759 48.2 3.0665 24 666 20.2 334.4 14.13 6.3 18.7 20.2 22 50 -19 3.77498 0 18.1 0 0.655 5.952 84.7 2.8715 24 666 20.2 22.01 17.15 7 14 15.6 19 50 -19.1 4.42228 0 18.1 0 0.584 6.003 94.5 2.5403 24 666 20.2 331.29 21.32 5 13.5 15.2 18.5 50 -19.1 15.5757 0 18.1 0 0.58 5.926 71 2.9084 24 666 20.2 368.74 18.13 5 13.3 14.9 19.1 50 -20.1 13.0751 0 18.1 0 0.58 5.713 56.7 2.8237 24 666 20.2 396.9 14.76 5 15.4 19.1 20.9 50 -19.9 4.34879 0 18.1 0 0.58 6.167 84 3.0334 24 666 20.2 396.9 16.29 5 15.2 18.1 19.9 50 -19.6 4.03841 0 18.1 0 0.532 6.229 90.7 3.0993 24 666 20.2 395.33 12.87 5 19.1 20.2 21.8 50 -23.2 3.56868 0 18.1 0 0.58 6.437 75 2.8965 24 666 20.2 393.37 14.36 5 18.9 20.2 21.8 50 -29.8 4.64689 0 18.1 0 0.614 6.98 67.6 2.5329 24 666 20.2 374.68 11.66 10.2 20.4 23.8 29.8 50 -13.8 8.05579 0 18.1 0 0.584 5.427 95.4 2.4298 24 666 20.2 352.58 18.14 6.3 13.1 14.5 17.2 50 -13.3 6.39312 0 18.1 0 0.584 6.162 97.4 2.206 24 666 20.2 302.76 24.1 5 13.1 14.1 17.2 50 -16.7 4.87141 0 18.1 0 0.614 6.484 93.6 2.3053 24 666 20.2 396.21 18.68 5 14.3 16.4 19.1 50 -12 15.0234 0 18.1 0 0.614 5.304 97.3 2.1007 24 666 20.2 349.48 24.91 5 10.2 13.3 15.2 50 -14.6 10.233 0 18.1 0 0.614 6.185 96.7 2.1705 24 666 20.2 379.7 18.03 5 13.1 14.8 17.8 50 -21.4 14.3337 0 18.1 0 0.614 6.229 88 1.9512 24 666 20.2 383.32 13.11 5 16.8 20.1 21.8 50 -23 5.82401 0 18.1 0 0.532 6.242 64.7 3.4242 24 666 20.2 396.9 10.74 5 19.5 21 22.7 50 -23.7 5.70818 0 18.1 0 0.532 6.75 74.9 3.3317 24 666 20.2 393.07 7.74 5 22.8 25 28.5 50 -25 5.73116 0 18.1 0 0.532 7.061 77 3.4106 24 666 20.2 395.28 7.01 5 23.6 27.5 33.1 50 -21.8 2.81838 0 18.1 0 0.532 5.762 40.3 4.0983 24 666 20.2 392.92 10.42 5 19.1 20.4 21.8 50 -20.6 2.37857 0 18.1 0 0.583 5.871 41.9 3.724 24 666 20.2 370.73 13.34 7 19.1 20.5 22 50 -21.2 3.67367 0 18.1 0 0.583 6.312 51.9 3.9917 24 666 20.2 388.62 10.58 5 19.5 20.8 22.6 50 -19.1 5.69175 0 18.1 0 0.583 6.114 79.8 3.5459 24 666 20.2 392.68 14.98 5 17.2 19.4 21.1 50 -20.6 4.83567 0 18.1 0 0.583 5.905 53.2 3.1523 24 666 20.2 388.22 11.45 5 19.3 20.6 22.5 50 -15.2 0.15086 0 27.74 0 0.609 5.454 92.7 1.8209 4 711 20.1 395.09 18.06 5 14 16.2 18.9 50 -7 0.18337 0 27.74 0 0.609 5.414 98.3 1.7554 4 711 20.1 344.05 23.97 5 12.5 14.2 17.1 27.9 -8.1 0.20746 0 27.74 0 0.609 5.093 98 1.8226 4 711 20.1 318.43 29.68 5 12.5 14.3 17.2 27.9 -13.6 0.10574 0 27.74 0 0.609 5.983 98.8 1.8681 4 711 20.1 390.11 18.07 5 14 16.5 18.9 50 -20.1 0.11132 0 27.74 0 0.609 5.983 83.5 2.1099 4 711 20.1 396.9 13.35 5 18.3 20 21.7 50 -21.8 0.17331 0 9.69 0 0.585 5.707 54 2.3817 6 391 19.2 396.9 12.01 10.2 18.9 20.3 21.8 30.7 -24.5 0.27957 0 9.69 0 0.585 5.926 42.6 2.3817 6 391 19.2 396.9 13.59 10.2 19 20.4 22 30.7 -23.1 0.17899 0 9.69 0 0.585 5.67 28.8 2.7986 6 391 19.2 393.29 17.6 7 18.1 19.5 21.7 35.2 -19.7 0.2896 0 9.69 0 0.585 5.39 72.9 2.7986 6 391 19.2 396.9 21.14 7 16.5 19.1 20.5 50 -18.3 0.26838 0 9.69 0 0.585 5.794 70.6 2.8927 6 391 19.2 396.9 14.1 7 18.6 20 21.7 50 -21.2 0.23912 0 9.69 0 0.585 6.019 65.3 2.4091 6 391 19.2 396.9 12.92 10.2 19.1 20.4 22 50 -17.5 0.17783 0 9.69 0 0.585 5.569 73.5 2.3999 6 391 19.2 395.77 15.1 7 17.8 19.4 21.2 50 -16.8 0.22438 0 9.69 0 0.585 6.027 79.7 2.4982 6 391 19.2 396.9 14.33 10.2 18.3 19.8 21.4 50 -22.4 0.06263 0 11.93 0 0.573 6.593 69.1 2.4786 1 273 21 391.99 9.67 10.9 20.6 22.9 26.4 50 -20.6 0.04527 0 11.93 0 0.573 6.12 76.7 2.2875 1 273 21 396.9 9.08 10.9 19.6 21 23.2 50 -23.9 0.06076 0 11.93 0 0.573 6.976 91 2.1675 1 273 21 396.9 5.64 10.4 23.3 27.5 33.2 50 -22 0.10959 0 11.93 0 0.573 6.794 89.3 2.3889 1 273 21 393.45 6.48 11.9 22.4 24.8 28.7 50 -11.9 0.04741 0 11.93 0 0.573 6.03 80.8 2.505 1 273 21 396.9 7.88 10.9 19.1 20.6 22.9 50 diff --git a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt b/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt deleted file mode 100644 index 48b2e446a4..0000000000 --- a/test/BaselineOutput/SingleRelease/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt +++ /dev/null @@ -1,13 +0,0 @@ -maml.exe Train tr=FastForestRegression{dt+} loader=text data=%Data% out=%Output% -Not adding a normalizer. -Making per-feature arrays -Changing data from row-wise to column-wise on disk -Processed 506 instances -Binning and forming Feature objects -Reserved memory for tree learner: 290472 bytes -Starting to train ... -Not training a calibrator because it is not needed. -Physical memory usage(MB): %Number% -Virtual memory usage(MB): %Number% -%DateTime% Time elapsed(s): %Number% - diff --git a/test/Microsoft.ML.TestFramework/BaseTestBaseline.cs b/test/Microsoft.ML.TestFramework/BaseTestBaseline.cs index fe05ce5b8a..1196c2c326 100644 --- a/test/Microsoft.ML.TestFramework/BaseTestBaseline.cs +++ b/test/Microsoft.ML.TestFramework/BaseTestBaseline.cs @@ -9,7 +9,6 @@ using System; using System.Collections.Generic; using System.IO; -using System.Runtime.InteropServices; using System.Text; using System.Text.RegularExpressions; using System.Threading; @@ -31,12 +30,8 @@ protected BaseTestBaseline(ITestOutputHelper output) : base(output) internal const string RawSuffix = ".raw"; private const string LogSuffix = ".log"; - private readonly string _baselineRootRelPath = Path.Combine(TestDir, "BaselineOutput", BuildString); // Relative to Root. private readonly string _logRootRelPath = Path.Combine("Logs", BuildString); // Relative to OutDir. - private readonly string ScopeRootRelPath = Path.Combine("Samples", "scope"); // Root of files required for Scope related tests. Used primarily for local runs - private readonly string TestExtDir = Path.Combine("Tests", "Ext"); // Directory with external binaries checked in. Eg libvw.dll - private const string SamplesRootRelPath = @"Samples"; // Root location of Samples. Used primarily for local runs private const string TestDir = @"test"; private const string DataRootRegExp = @"[a-z]:\\[^/\t ]+\\test\\data" + @"\\[^/\t ]+"; @@ -70,10 +65,9 @@ protected BaseTestBaseline(ITestOutputHelper output) : base(output) /// protected const string ProgressLogLine = "--- Progress log ---"; - private static readonly char[] _seperators = { '\t', ' ', '=', '%', '(', ')' }; - - // Full paths to the directories. - private string _baseDir; + // Full paths to the baseline directories. + private string _baselineCommonDir; + private string _baselineBuildStringDir; // The writer to write to test log files. protected StreamWriter LogWriter; @@ -86,13 +80,15 @@ protected override void Initialize() base.Initialize(); // Create the output and log directories. - Contracts.Check(Directory.Exists(Path.Combine(RootDir, TestDir, "BaselineOutput"))); + string baselineRootDir = Path.Combine(RootDir, TestDir, "BaselineOutput"); + Contracts.Check(Directory.Exists(baselineRootDir)); + + _baselineCommonDir = Path.Combine(baselineRootDir, "Common"); + _baselineBuildStringDir = Path.Combine(baselineRootDir, BuildString); + string logDir = Path.Combine(OutDir, _logRootRelPath); Directory.CreateDirectory(logDir); - // Find the sample data and baselines. - _baseDir = Path.Combine(RootDir, _baselineRootRelPath); - string logPath = Path.Combine(logDir, FullTestName + LogSuffix); LogWriter = OpenWriter(logPath); _passed = true; @@ -125,19 +121,6 @@ protected override void Cleanup() protected bool IsPassing { get { return _passed; } } - // Return the location of the local Samples folder - // Used primarily for local Scope runs - protected string SamplesDir { get { return Path.Combine(RootDir, SamplesRootRelPath); } } - - // Return the location of the local scope folder under Samples. Used primarily - // by Scope scripts and for Scope tests - protected string ScopeSamplesDir { get { return Path.Combine(RootDir, ScopeRootRelPath); } } - - // Return the local of the directory where external binaries for test purposes are located - protected string ExternalTestBinariesDir { get { return Path.Combine(RootDir, TestExtDir); } } - - protected string TestDirectory { get { return Path.Combine(RootDir, TestDir); } } - // Called by a test to signal normal completion. If this is not called before the // TestScope is disposed, we assume the test was aborted. protected void Done() @@ -198,31 +181,28 @@ protected void Log(string fmt, params object[] args) Output.WriteLine(fmt, args); } - protected string GetBaselineDir(string subDir) + protected string GetBaselinePath(string name) { Contracts.Assert(IsActive); - if (string.IsNullOrWhiteSpace(subDir)) + if (string.IsNullOrWhiteSpace(name)) return null; - return Path.GetFullPath(Path.Combine(_baseDir, subDir)); - //return Path.Combine(_baseDir, subDir); + + return GetBaselinePath(string.Empty, name); } protected string GetBaselinePath(string subDir, string name) { Contracts.Assert(IsActive); - if (string.IsNullOrWhiteSpace(subDir)) - return GetBaselinePath(name); - return Path.GetFullPath(Path.Combine(_baseDir, subDir, name)); - //return Path.Combine(_baseDir, subDir, name); - } + subDir = subDir ?? string.Empty; - protected string GetBaselinePath(string name) - { - Contracts.Assert(IsActive); - if (string.IsNullOrWhiteSpace(name)) - return null; - //return Path.Combine(_baseDir, name); - return Path.GetFullPath(Path.Combine(_baseDir, name)); + // first check the Common folder, and use it if it exists + string commonBaselinePath = Path.GetFullPath(Path.Combine(_baselineCommonDir, subDir, name)); + if (File.Exists(commonBaselinePath)) + { + return commonBaselinePath; + } + + return Path.GetFullPath(Path.Combine(_baselineBuildStringDir, subDir, name)); } // Inverts the _passed flag. Do not ever use this except in rare conditions. Eg. Recording failure of a test as a success. @@ -393,36 +373,6 @@ protected bool CheckEqualityCore(string dir, string name, string nameBase, bool return res; } - /// - /// Check whether two files are same ignoring volatile differences (path, dates, times, etc), - /// skipping the given number of lines on the output, and finding the corresponding line - /// in the baseline. - /// - protected bool CheckEqualityNormalizedFromPaths(string desc, string basePath, string outPath, int skip = 0) - { - Contracts.Assert(IsActive); - Contracts.AssertNonEmpty(basePath); - Contracts.AssertNonEmpty(outPath); - Contracts.Assert(skip >= 0); - - if (!CheckOutFile(outPath)) - return false; - - // Normalize the output file. - Normalize(outPath); - - if (!CheckBaseFile(basePath)) - return false; - - bool res = CheckEqualityFromPathsCore(desc, basePath, outPath, skip); - - // No need to keep the raw (unnormalized) output file. - if (res) - File.Delete(outPath + RawSuffix); - - return res; - } - private bool FirstIsSuffix(IEnumerator suffix, IEnumerator seq, Func equalFunc = null) { Contracts.AssertValue(suffix); @@ -464,11 +414,6 @@ private bool FirstIsSuffix(IEnumerator suffix, IEnumerator seq, Func LineEnumerator(TextReader reader) - { - return LineEnumerator(reader, x => false); - } - private IEnumerator LineEnumerator(TextReader reader, Func stop) { string result; @@ -496,41 +441,6 @@ protected bool CheckOutputIsSuffix(string basePath, string outPath, int skip = 0 } } - /// - /// Check whether two files are same ignoring volatile differences (path, dates, times, etc), - /// skipping the given number of lines on the output, and finding the corresponding line - /// in the baseline. - /// - protected bool CheckEqualityNormalized(string dir, string name, string suffix, int skip, int digitsOfPrecision = DigitsOfPrecision) - { - Contracts.Assert(IsActive); - Contracts.AssertValue(dir); // Can be empty. - Contracts.AssertNonEmpty(name); - Contracts.AssertNonEmpty(suffix); - Contracts.Assert(skip >= 0); - - string relPath = Path.Combine(dir, name + suffix); - string basePath = GetBaselinePath(dir, name); - string outPath = GetOutputPath(dir, name + suffix); - - if (!CheckOutFile(outPath)) - return false; - - // Normalize the output file. - Normalize(outPath); - - if (!CheckBaseFile(basePath)) - return false; - - bool res = CheckEqualityFromPathsCore(relPath, basePath, outPath, skip, digitsOfPrecision); - - // No need to keep the raw (unnormalized) output file. - if (res) - File.Delete(outPath + RawSuffix); - - return res; - } - protected bool CheckEqualityFromPathsCore(string relPath, string basePath, string outPath, int skip = 0, int digitsOfPrecision = DigitsOfPrecision) { Contracts.Assert(skip >= 0); @@ -838,7 +748,7 @@ protected static StreamReader OpenReader(string path) { Contracts.CheckNonWhiteSpace(path, nameof(path)); #if CORECLR - return new StreamReader(File.Open(path, FileMode.Open, FileAccess.Read)); + return new StreamReader(File.Open(path, FileMode.Open, FileAccess.Read, FileShare.Read)); #else return new StreamReader(path); #endif @@ -857,16 +767,6 @@ protected static int MainForTest(string args) return result; } } - - protected static string GetEnvironmentVariable(string name) - { - return Environment.GetEnvironmentVariable(name, EnvironmentVariableTarget.Process); - } - - protected static void SetEnvironmentVariable(string name, string value) - { - Environment.SetEnvironmentVariable(name, value, EnvironmentVariableTarget.Process); - } } public partial class TestBaselineNormalize : BaseTestBaseline From 259046e4255751cae412a9649f622b3055d1c469 Mon Sep 17 00:00:00 2001 From: Eric Erhardt Date: Tue, 9 Oct 2018 15:02:42 -0500 Subject: [PATCH 3/3] PR feedback Add more info to the README. Add column headers to the housing.txt data file. --- .../CommandTrainScoreEvaluateQuantileRegression-data.txt | 2 +- .../CommandTrainScoreEvaluateQuantileRegression-out.txt | 2 +- test/Microsoft.ML.TestFramework/TestCommandBase.cs | 2 +- test/data/README.md | 6 ++++-- test/data/housing.txt | 1 + 5 files changed, 8 insertions(+), 5 deletions(-) diff --git a/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt b/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt index 2a90c11ed7..290baff6fc 100644 --- a/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt +++ b/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-data.txt @@ -5,7 +5,7 @@ #@ col=Features:R4:1-13 #@ col=Score:R4:14-18 #@ } -Label 18 13:Quantile-0 14:Quantile-0.25 15:Quantile-0.5 16:Quantile-0.75 17:Quantile-1 +Label CrimesPerCapita PercentResidental PercentNonRetail CharlesRiver NitricOxides RoomsPerDwelling PercentPre40s EmploymentDistance HighwayDistance TaxRate TeacherRatio BlackIndex PercentLowIncome Quantile-0 Quantile-0.25 Quantile-0.5 Quantile-0.75 Quantile-1 24 0.00632 18 2.31 0 0.538 6.575 65.2 4.09 1 296 15.3 396.9 4.98 11.9 23.8 26.5 30.1 50 21.6 0.02731 0 7.07 0 0.469 6.421 78.9 4.9671 2 242 17.8 396.9 9.14 11.9 21.6 23.1 24.8 50 34.7 0.02729 0 7.07 0 0.469 7.185 61.1 4.9671 2 242 17.8 392.83 4.03 10.4 31.6 34.7 37.3 50 diff --git a/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt b/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt index 48b2e446a4..3ebbf9c093 100644 --- a/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt +++ b/test/BaselineOutput/Common/Command/CommandTrainScoreEvaluateQuantileRegression-out.txt @@ -1,4 +1,4 @@ -maml.exe Train tr=FastForestRegression{dt+} loader=text data=%Data% out=%Output% +maml.exe Train tr=FastForestRegression{dt+} loader=Text{header+} data=%Data% out=%Output% Not adding a normalizer. Making per-feature arrays Changing data from row-wise to column-wise on disk diff --git a/test/Microsoft.ML.TestFramework/TestCommandBase.cs b/test/Microsoft.ML.TestFramework/TestCommandBase.cs index 5120647e96..f75c247997 100644 --- a/test/Microsoft.ML.TestFramework/TestCommandBase.cs +++ b/test/Microsoft.ML.TestFramework/TestCommandBase.cs @@ -1670,7 +1670,7 @@ public void CommandTrainScoreEvaluateQuantileRegression() // First run a training. string pathData = GetDataPath("housing.txt"); OutputPath trainModel = ModelPath(); - TestCore("train", pathData, "loader=text", "lab=Label feat=Features tr=FastForestRegression{dt+}"); + TestCore("train", pathData, "loader=Text{header+}", "lab=Label feat=Features tr=FastForestRegression{dt+}"); // Then, run the score. _step++; diff --git a/test/data/README.md b/test/data/README.md index 9d3a55bc7e..61cded9255 100644 --- a/test/data/README.md +++ b/test/data/README.md @@ -67,9 +67,11 @@ The dataset is under a CC-by 4.0 license. ### Boston Housing Data -Redistributing the dataset "housing.txt" with attribution: +Redistributing the dataset "[housing.txt](housing.txt)" with attribution: -> Harrison, D. and Rubinfeld, D.L. 'Hedonic prices and the demand for clean air', J. Environ. Economics & Management, vol.5, 81-102, 1978. + > Harrison, D. and Rubinfeld, D.L. 'Hedonic prices and the demand for clean air', J. Environ. Economics & Management, vol.5, 81-102, 1978. + +More information: https://archive.ics.uci.edu/ml/machine-learning-databases/housing/housing.names # Images diff --git a/test/data/housing.txt b/test/data/housing.txt index 35a91bebef..0576a53535 100644 --- a/test/data/housing.txt +++ b/test/data/housing.txt @@ -1,3 +1,4 @@ +MedianHomeValue CrimesPerCapita PercentResidental PercentNonRetail CharlesRiver NitricOxides RoomsPerDwelling PercentPre40s EmploymentDistance HighwayDistance TaxRate TeacherRatio BlackIndex PercentLowIncome 24.00 0.00632 18.00 2.310 0 0.5380 6.5750 65.20 4.0900 1 296.0 15.30 396.90 4.98 21.60 0.02731 0.00 7.070 0 0.4690 6.4210 78.90 4.9671 2 242.0 17.80 396.90 9.14 34.70 0.02729 0.00 7.070 0 0.4690 7.1850 61.10 4.9671 2 242.0 17.80 392.83 4.03