diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-out.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-out.txt
new file mode 100644
index 0000000000..a86a1611ec
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-out.txt
@@ -0,0 +1,58 @@
+maml.exe CV tr=LinearSVM{iter=100 lambda=0.03} threads=- cali=PAV dout=%Output% data=%Data% seed=1
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 800 instances with missing features during training (over 100 iterations; 8 inst/iter)
+Training calibrator.
+PAV calibrator: piecewise function approximation has 6 components.
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 800 instances with missing features during training (over 100 iterations; 8 inst/iter)
+Training calibrator.
+PAV calibrator: piecewise function approximation has 6 components.
+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 || 128 | 6 | 0.9552
+ negative || 7 | 213 | 0.9682
+ ||======================
+Precision || 0.9481 | 0.9726 |
+OVERALL 0/1 ACCURACY: 0.963277
+LOG LOSS/instance: Infinity
+Test-set entropy (prior Log-Loss/instance): 0.956998
+LOG-LOSS REDUCTION (RIG): -Infinity
+AUC: 0.994233
+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 || 97 | 8 | 0.9238
+ negative || 2 | 222 | 0.9911
+ ||======================
+Precision || 0.9798 | 0.9652 |
+OVERALL 0/1 ACCURACY: 0.969605
+LOG LOSS/instance: 0.220291
+Test-set entropy (prior Log-Loss/instance): 0.903454
+LOG-LOSS REDUCTION (RIG): 75.616820
+AUC: 0.997491
+
+OVERALL RESULTS
+---------------------------------------
+AUC: 0.995862 (0.0016)
+Accuracy: 0.966441 (0.0032)
+Positive precision: 0.963973 (0.0158)
+Positive recall: 0.939517 (0.0157)
+Negative precision: 0.968910 (0.0037)
+Negative recall: 0.979627 (0.0114)
+Log-loss: Infinity (NaN)
+Log-loss reduction: -Infinity (NaN)
+F1 Score: 0.951327 (0.0003)
+AUPRC: 0.991949 (0.0025)
+
+---------------------------------------
+Physical memory usage(MB): %Number%
+Virtual memory usage(MB): %Number%
+%DateTime% Time elapsed(s): %Number%
+
diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-rp.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-rp.txt
new file mode 100644
index 0000000000..45154c87f5
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-rp.txt
@@ -0,0 +1,4 @@
+LinearSVM
+AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /lambda /iter Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings
+0.995862 0.966441 0.963973 0.939517 0.96891 0.979627 Infinity -Infinity 0.951327 0.991949 0.03 100 LinearSVM %Data% %Output% 99 0 0 maml.exe CV tr=LinearSVM{iter=100 lambda=0.03} threads=- cali=PAV dout=%Output% data=%Data% seed=1 /lambda:0.03;/iter:100
+
diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration.txt
new file mode 100644
index 0000000000..b337fd78da
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration.txt
@@ -0,0 +1,700 @@
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diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-out.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-out.txt
new file mode 100644
index 0000000000..ab78c00f64
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-out.txt
@@ -0,0 +1,58 @@
+maml.exe CV tr=LinearSVM{iter=100 lambda=0.03} threads=- cali={} dout=%Output% data=%Data% seed=1
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 800 instances with missing features during training (over 100 iterations; 8 inst/iter)
+Not training a calibrator because a valid calibrator trainer was not provided.
+Warning: Data does not contain a probability column. Will not output the Log-loss column
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 800 instances with missing features during training (over 100 iterations; 8 inst/iter)
+Not training a calibrator because a valid calibrator trainer was not provided.
+Warning: Data does not contain a probability column. Will not output the Log-loss column
+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 || 128 | 6 | 0.9552
+ negative || 7 | 213 | 0.9682
+ ||======================
+Precision || 0.9481 | 0.9726 |
+OVERALL 0/1 ACCURACY: 0.963277
+LOG LOSS/instance: NaN
+Test-set entropy (prior Log-Loss/instance): 0.956998
+LOG-LOSS REDUCTION (RIG): 0.000000
+AUC: 0.994233
+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 || 97 | 8 | 0.9238
+ negative || 2 | 222 | 0.9911
+ ||======================
+Precision || 0.9798 | 0.9652 |
+OVERALL 0/1 ACCURACY: 0.969605
+LOG LOSS/instance: NaN
+Test-set entropy (prior Log-Loss/instance): 0.903454
+LOG-LOSS REDUCTION (RIG): 0.000000
+AUC: 0.997491
+
+OVERALL RESULTS
+---------------------------------------
+AUC: 0.995862 (0.0016)
+Accuracy: 0.966441 (0.0032)
+Positive precision: 0.963973 (0.0158)
+Positive recall: 0.939517 (0.0157)
+Negative precision: 0.968910 (0.0037)
+Negative recall: 0.979627 (0.0114)
+Log-loss: NaN (NaN)
+Log-loss reduction: 0.000000 (0.0000)
+F1 Score: 0.951327 (0.0003)
+AUPRC: 0.991949 (0.0025)
+
+---------------------------------------
+Physical memory usage(MB): %Number%
+Virtual memory usage(MB): %Number%
+%DateTime% Time elapsed(s): %Number%
+
diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-rp.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-rp.txt
new file mode 100644
index 0000000000..b12b8ce3c0
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-rp.txt
@@ -0,0 +1,4 @@
+LinearSVM
+AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /lambda /iter Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings
+0.995862 0.966441 0.963973 0.939517 0.96891 0.979627 NaN 0 0.951327 0.991949 0.03 100 LinearSVM %Data% %Output% 99 0 0 maml.exe CV tr=LinearSVM{iter=100 lambda=0.03} threads=- cali={} dout=%Output% data=%Data% seed=1 /lambda:0.03;/iter:100
+
diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration.txt
new file mode 100644
index 0000000000..fed143de3d
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration.txt
@@ -0,0 +1,700 @@
+Instance Label Score Assigned
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diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-out.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-out.txt
new file mode 100644
index 0000000000..8648210735
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-out.txt
@@ -0,0 +1,39 @@
+maml.exe TrainTest test=%Data% tr=LinearSVM{iter=100 lambda=0.03} cali=PAV dout=%Output% data=%Data% out=%Output% seed=1
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 1600 instances with missing features during training (over 100 iterations; 16 inst/iter)
+Training calibrator.
+PAV calibrator: piecewise function approximation has 8 components.
+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 || 226 | 13 | 0.9456
+ negative || 9 | 435 | 0.9797
+ ||======================
+Precision || 0.9617 | 0.9710 |
+OVERALL 0/1 ACCURACY: 0.967789
+LOG LOSS/instance: 0.084588
+Test-set entropy (prior Log-Loss/instance): 0.934003
+LOG-LOSS REDUCTION (RIG): 90.943543
+AUC: 0.995797
+
+OVERALL RESULTS
+---------------------------------------
+AUC: 0.995797 (0.0000)
+Accuracy: 0.967789 (0.0000)
+Positive precision: 0.961702 (0.0000)
+Positive recall: 0.945607 (0.0000)
+Negative precision: 0.970982 (0.0000)
+Negative recall: 0.979730 (0.0000)
+Log-loss: 0.084588 (0.0000)
+Log-loss reduction: 90.943543 (0.0000)
+F1 Score: 0.953586 (0.0000)
+AUPRC: 0.991453 (0.0000)
+
+---------------------------------------
+Physical memory usage(MB): %Number%
+Virtual memory usage(MB): %Number%
+%DateTime% Time elapsed(s): %Number%
+
diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-rp.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-rp.txt
new file mode 100644
index 0000000000..2f6bd4df6f
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-rp.txt
@@ -0,0 +1,4 @@
+LinearSVM
+AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /lambda /iter Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings
+0.995797 0.967789 0.961702 0.945607 0.970982 0.97973 0.084588 90.94354 0.953586 0.991453 0.03 100 LinearSVM %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LinearSVM{iter=100 lambda=0.03} cali=PAV dout=%Output% data=%Data% out=%Output% seed=1 /lambda:0.03;/iter:100
+
diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration.txt
new file mode 100644
index 0000000000..9c673bc10a
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration.txt
@@ -0,0 +1,700 @@
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diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-out.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-out.txt
new file mode 100644
index 0000000000..20ae32f902
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-out.txt
@@ -0,0 +1,39 @@
+maml.exe TrainTest test=%Data% tr=LinearSVM{iter=100 lambda=0.03} cali={} dout=%Output% data=%Data% out=%Output% seed=1
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 1600 instances with missing features during training (over 100 iterations; 16 inst/iter)
+Not training a calibrator because a valid calibrator trainer was not provided.
+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 || 226 | 13 | 0.9456
+ negative || 9 | 435 | 0.9797
+ ||======================
+Precision || 0.9617 | 0.9710 |
+OVERALL 0/1 ACCURACY: 0.967789
+LOG LOSS/instance: NaN
+Test-set entropy (prior Log-Loss/instance): 0.934003
+LOG-LOSS REDUCTION (RIG): 0.000000
+AUC: 0.995797
+
+OVERALL RESULTS
+---------------------------------------
+AUC: 0.995797 (0.0000)
+Accuracy: 0.967789 (0.0000)
+Positive precision: 0.961702 (0.0000)
+Positive recall: 0.945607 (0.0000)
+Negative precision: 0.970982 (0.0000)
+Negative recall: 0.979730 (0.0000)
+Log-loss: NaN (0.0000)
+Log-loss reduction: 0.000000 (0.0000)
+F1 Score: 0.953586 (0.0000)
+AUPRC: 0.991453 (0.0000)
+
+---------------------------------------
+Warning: Data does not contain a probability column. Will not output the Log-loss column
+Physical memory usage(MB): %Number%
+Virtual memory usage(MB): %Number%
+%DateTime% Time elapsed(s): %Number%
+
diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-rp.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-rp.txt
new file mode 100644
index 0000000000..4395e7b3b5
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-rp.txt
@@ -0,0 +1,4 @@
+LinearSVM
+AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /lambda /iter Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings
+0.995797 0.967789 0.961702 0.945607 0.970982 0.97973 NaN 0 0.953586 0.991453 0.03 100 LinearSVM %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LinearSVM{iter=100 lambda=0.03} cali={} dout=%Output% data=%Data% out=%Output% seed=1 /lambda:0.03;/iter:100
+
diff --git a/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration.txt b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration.txt
new file mode 100644
index 0000000000..c5e41e5240
--- /dev/null
+++ b/ZBaselines/SingleDebug/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration.txt
@@ -0,0 +1,700 @@
+Instance Label Score Assigned
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diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-out.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-out.txt
new file mode 100644
index 0000000000..a86a1611ec
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-out.txt
@@ -0,0 +1,58 @@
+maml.exe CV tr=LinearSVM{iter=100 lambda=0.03} threads=- cali=PAV dout=%Output% data=%Data% seed=1
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 800 instances with missing features during training (over 100 iterations; 8 inst/iter)
+Training calibrator.
+PAV calibrator: piecewise function approximation has 6 components.
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 800 instances with missing features during training (over 100 iterations; 8 inst/iter)
+Training calibrator.
+PAV calibrator: piecewise function approximation has 6 components.
+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 || 128 | 6 | 0.9552
+ negative || 7 | 213 | 0.9682
+ ||======================
+Precision || 0.9481 | 0.9726 |
+OVERALL 0/1 ACCURACY: 0.963277
+LOG LOSS/instance: Infinity
+Test-set entropy (prior Log-Loss/instance): 0.956998
+LOG-LOSS REDUCTION (RIG): -Infinity
+AUC: 0.994233
+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 || 97 | 8 | 0.9238
+ negative || 2 | 222 | 0.9911
+ ||======================
+Precision || 0.9798 | 0.9652 |
+OVERALL 0/1 ACCURACY: 0.969605
+LOG LOSS/instance: 0.220291
+Test-set entropy (prior Log-Loss/instance): 0.903454
+LOG-LOSS REDUCTION (RIG): 75.616820
+AUC: 0.997491
+
+OVERALL RESULTS
+---------------------------------------
+AUC: 0.995862 (0.0016)
+Accuracy: 0.966441 (0.0032)
+Positive precision: 0.963973 (0.0158)
+Positive recall: 0.939517 (0.0157)
+Negative precision: 0.968910 (0.0037)
+Negative recall: 0.979627 (0.0114)
+Log-loss: Infinity (NaN)
+Log-loss reduction: -Infinity (NaN)
+F1 Score: 0.951327 (0.0003)
+AUPRC: 0.991949 (0.0025)
+
+---------------------------------------
+Physical memory usage(MB): %Number%
+Virtual memory usage(MB): %Number%
+%DateTime% Time elapsed(s): %Number%
+
diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-rp.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-rp.txt
new file mode 100644
index 0000000000..45154c87f5
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration-rp.txt
@@ -0,0 +1,4 @@
+LinearSVM
+AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /lambda /iter Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings
+0.995862 0.966441 0.963973 0.939517 0.96891 0.979627 Infinity -Infinity 0.951327 0.991949 0.03 100 LinearSVM %Data% %Output% 99 0 0 maml.exe CV tr=LinearSVM{iter=100 lambda=0.03} threads=- cali=PAV dout=%Output% data=%Data% seed=1 /lambda:0.03;/iter:100
+
diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration.txt
new file mode 100644
index 0000000000..b337fd78da
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.PAVcalibration.txt
@@ -0,0 +1,700 @@
+Instance Label Score Probability Log-loss Assigned
+5 1 2.5100162 1 0 1
+6 0 -0.42988503 0.5 1 0
+8 0 -1.39884758 1E-15 1.4415419267167138E-15 0
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+18 1 1.4347012 1 0 1
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+40 0
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diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-out.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-out.txt
new file mode 100644
index 0000000000..ab78c00f64
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-out.txt
@@ -0,0 +1,58 @@
+maml.exe CV tr=LinearSVM{iter=100 lambda=0.03} threads=- cali={} dout=%Output% data=%Data% seed=1
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 800 instances with missing features during training (over 100 iterations; 8 inst/iter)
+Not training a calibrator because a valid calibrator trainer was not provided.
+Warning: Data does not contain a probability column. Will not output the Log-loss column
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 800 instances with missing features during training (over 100 iterations; 8 inst/iter)
+Not training a calibrator because a valid calibrator trainer was not provided.
+Warning: Data does not contain a probability column. Will not output the Log-loss column
+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 || 128 | 6 | 0.9552
+ negative || 7 | 213 | 0.9682
+ ||======================
+Precision || 0.9481 | 0.9726 |
+OVERALL 0/1 ACCURACY: 0.963277
+LOG LOSS/instance: NaN
+Test-set entropy (prior Log-Loss/instance): 0.956998
+LOG-LOSS REDUCTION (RIG): 0.000000
+AUC: 0.994233
+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 || 97 | 8 | 0.9238
+ negative || 2 | 222 | 0.9911
+ ||======================
+Precision || 0.9798 | 0.9652 |
+OVERALL 0/1 ACCURACY: 0.969605
+LOG LOSS/instance: NaN
+Test-set entropy (prior Log-Loss/instance): 0.903454
+LOG-LOSS REDUCTION (RIG): 0.000000
+AUC: 0.997491
+
+OVERALL RESULTS
+---------------------------------------
+AUC: 0.995862 (0.0016)
+Accuracy: 0.966441 (0.0032)
+Positive precision: 0.963973 (0.0158)
+Positive recall: 0.939517 (0.0157)
+Negative precision: 0.968910 (0.0037)
+Negative recall: 0.979627 (0.0114)
+Log-loss: NaN (NaN)
+Log-loss reduction: 0.000000 (0.0000)
+F1 Score: 0.951327 (0.0003)
+AUPRC: 0.991949 (0.0025)
+
+---------------------------------------
+Physical memory usage(MB): %Number%
+Virtual memory usage(MB): %Number%
+%DateTime% Time elapsed(s): %Number%
+
diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-rp.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-rp.txt
new file mode 100644
index 0000000000..b12b8ce3c0
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration-rp.txt
@@ -0,0 +1,4 @@
+LinearSVM
+AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /lambda /iter Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings
+0.995862 0.966441 0.963973 0.939517 0.96891 0.979627 NaN 0 0.951327 0.991949 0.03 100 LinearSVM %Data% %Output% 99 0 0 maml.exe CV tr=LinearSVM{iter=100 lambda=0.03} threads=- cali={} dout=%Output% data=%Data% seed=1 /lambda:0.03;/iter:100
+
diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration.txt
new file mode 100644
index 0000000000..fed143de3d
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-CV-breast-cancer.nocalibration.txt
@@ -0,0 +1,700 @@
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diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-out.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-out.txt
new file mode 100644
index 0000000000..8648210735
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-out.txt
@@ -0,0 +1,39 @@
+maml.exe TrainTest test=%Data% tr=LinearSVM{iter=100 lambda=0.03} cali=PAV dout=%Output% data=%Data% out=%Output% seed=1
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 1600 instances with missing features during training (over 100 iterations; 16 inst/iter)
+Training calibrator.
+PAV calibrator: piecewise function approximation has 8 components.
+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 || 226 | 13 | 0.9456
+ negative || 9 | 435 | 0.9797
+ ||======================
+Precision || 0.9617 | 0.9710 |
+OVERALL 0/1 ACCURACY: 0.967789
+LOG LOSS/instance: 0.084588
+Test-set entropy (prior Log-Loss/instance): 0.934003
+LOG-LOSS REDUCTION (RIG): 90.943543
+AUC: 0.995797
+
+OVERALL RESULTS
+---------------------------------------
+AUC: 0.995797 (0.0000)
+Accuracy: 0.967789 (0.0000)
+Positive precision: 0.961702 (0.0000)
+Positive recall: 0.945607 (0.0000)
+Negative precision: 0.970982 (0.0000)
+Negative recall: 0.979730 (0.0000)
+Log-loss: 0.084588 (0.0000)
+Log-loss reduction: 90.943543 (0.0000)
+F1 Score: 0.953586 (0.0000)
+AUPRC: 0.991453 (0.0000)
+
+---------------------------------------
+Physical memory usage(MB): %Number%
+Virtual memory usage(MB): %Number%
+%DateTime% Time elapsed(s): %Number%
+
diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-rp.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-rp.txt
new file mode 100644
index 0000000000..2f6bd4df6f
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration-rp.txt
@@ -0,0 +1,4 @@
+LinearSVM
+AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /lambda /iter Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings
+0.995797 0.967789 0.961702 0.945607 0.970982 0.97973 0.084588 90.94354 0.953586 0.991453 0.03 100 LinearSVM %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LinearSVM{iter=100 lambda=0.03} cali=PAV dout=%Output% data=%Data% out=%Output% seed=1 /lambda:0.03;/iter:100
+
diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration.txt
new file mode 100644
index 0000000000..9c673bc10a
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.PAVcalibration.txt
@@ -0,0 +1,700 @@
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diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-out.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-out.txt
new file mode 100644
index 0000000000..20ae32f902
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-out.txt
@@ -0,0 +1,39 @@
+maml.exe TrainTest test=%Data% tr=LinearSVM{iter=100 lambda=0.03} cali={} dout=%Output% data=%Data% out=%Output% seed=1
+Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
+Warning: Skipped 1600 instances with missing features during training (over 100 iterations; 16 inst/iter)
+Not training a calibrator because a valid calibrator trainer was not provided.
+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 || 226 | 13 | 0.9456
+ negative || 9 | 435 | 0.9797
+ ||======================
+Precision || 0.9617 | 0.9710 |
+OVERALL 0/1 ACCURACY: 0.967789
+LOG LOSS/instance: NaN
+Test-set entropy (prior Log-Loss/instance): 0.934003
+LOG-LOSS REDUCTION (RIG): 0.000000
+AUC: 0.995797
+
+OVERALL RESULTS
+---------------------------------------
+AUC: 0.995797 (0.0000)
+Accuracy: 0.967789 (0.0000)
+Positive precision: 0.961702 (0.0000)
+Positive recall: 0.945607 (0.0000)
+Negative precision: 0.970982 (0.0000)
+Negative recall: 0.979730 (0.0000)
+Log-loss: NaN (0.0000)
+Log-loss reduction: 0.000000 (0.0000)
+F1 Score: 0.953586 (0.0000)
+AUPRC: 0.991453 (0.0000)
+
+---------------------------------------
+Warning: Data does not contain a probability column. Will not output the Log-loss column
+Physical memory usage(MB): %Number%
+Virtual memory usage(MB): %Number%
+%DateTime% Time elapsed(s): %Number%
+
diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-rp.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-rp.txt
new file mode 100644
index 0000000000..4395e7b3b5
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration-rp.txt
@@ -0,0 +1,4 @@
+LinearSVM
+AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /lambda /iter Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings
+0.995797 0.967789 0.961702 0.945607 0.970982 0.97973 NaN 0 0.953586 0.991453 0.03 100 LinearSVM %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LinearSVM{iter=100 lambda=0.03} cali={} dout=%Output% data=%Data% out=%Output% seed=1 /lambda:0.03;/iter:100
+
diff --git a/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration.txt b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration.txt
new file mode 100644
index 0000000000..c5e41e5240
--- /dev/null
+++ b/ZBaselines/SingleRelease/LinearSVM/LinearSVM-TrainTest-breast-cancer.nocalibration.txt
@@ -0,0 +1,700 @@
+Instance Label Score Assigned
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diff --git a/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs b/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs
index 4a93d3468d..95e2374eb2 100644
--- a/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs
+++ b/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs
@@ -1058,21 +1058,26 @@ public void CalibratorPerceptronTest()
}
///
- ///A test for calibrators
+ ///A test for default calibrators
///
- [Fact(Skip = "Need CoreTLC specific baseline update")]
+ [Fact]
[TestCategory("Calibrator")]
- public void CalibratorLinearSvmTest()
+ public void NoCalibratorLinearSvmTest()
{
var datasets = GetDatasetsForCalibratorTest();
- RunAllTests(
- new[] { TestLearners.linearSVM },
- datasets,
- new string[] { "cali={}" }, "nocalibration");
- RunAllTests(
- new[] { TestLearners.linearSVM },
- datasets,
- new string[] { "cali=PAV" }, "PAVcalibration");
+ RunAllTests( new[] { TestLearners.linearSVM }, datasets, new string[] { "cali={}" }, "nocalibration");
+ Done();
+ }
+
+ ///
+ ///A test for PAV calibrators
+ ///
+ [Fact]
+ [TestCategory("Calibrator")]
+ public void PAVCalibratorLinearSvmTest()
+ {
+ var datasets = GetDatasetsForCalibratorTest();
+ RunAllTests( new[] { TestLearners.linearSVM }, datasets, new string[] { "cali=PAV" }, "PAVcalibration");
Done();
}