diff --git a/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration-out.txt b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration-out.txt new file mode 100644 index 0000000000..f662c519e3 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration-out.txt @@ -0,0 +1,58 @@ +maml.exe CV 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 8 instances with missing features during training (over 1 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 8 instances with missing features during training (over 1 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 || 132 | 2 | 0.9851 + negative || 9 | 211 | 0.9591 + ||====================== +Precision || 0.9362 | 0.9906 | +OVERALL 0/1 ACCURACY: 0.968927 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.992809 +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 || 102 | 3 | 0.9714 + negative || 4 | 220 | 0.9821 + ||====================== +Precision || 0.9623 | 0.9865 | +OVERALL 0/1 ACCURACY: 0.978723 +LOG LOSS/instance: 0.239330 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 73.509473 +AUC: 0.997279 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995044 (0.0022) +Accuracy: 0.973825 (0.0049) +Positive precision: 0.949217 (0.0130) +Positive recall: 0.978252 (0.0068) +Negative precision: 0.988579 (0.0020) +Negative recall: 0.970617 (0.0115) +Log-loss: Infinity (NaN) +Log-loss reduction: -Infinity (NaN) +F1 Score: 0.963412 (0.0034) +AUPRC: 0.990172 (0.0037) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration-rp.txt b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration-rp.txt new file mode 100644 index 0000000000..1efdb13900 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration-rp.txt @@ -0,0 +1,4 @@ +AveragedPerceptron +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995044 0.973825 0.949217 0.978252 0.988579 0.970617 Infinity -Infinity 0.963412 0.990172 AveragedPerceptron %Data% %Output% 99 0 0 maml.exe CV threads=- cali=PAV dout=%Output% data=%Data% seed=1 + diff --git a/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration.txt b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration.txt new file mode 100644 index 0000000000..eb8fd43aae --- /dev/null +++ b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 7.40741539 1 0 1 +6 0 0.7099695 0.8947368 3.2479272984652883 1 +8 0 -2.82832813 1E-15 1.4415419267167138E-15 0 +9 0 -2.36471128 1E-15 1.4415419267167138E-15 0 +10 0 -2.8614285 1E-15 1.4415419267167138E-15 0 +11 0 -2.796535 1E-15 1.4415419267167138E-15 0 +18 1 4.711033 1 0 1 +20 1 3.320365 1 0 1 +21 1 4.33465 1 0 1 +25 1 1.51364756 0.8947368 0.16046469748481262 1 +28 0 -2.796535 1E-15 1.4415419267167138E-15 0 +31 0 -2.688997 1E-15 1.4415419267167138E-15 0 +32 1 3.64133739 1 0 1 +35 0 -2.796535 1E-15 1.4415419267167138E-15 0 +37 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a/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-out.txt b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-out.txt new file mode 100644 index 0000000000..9d1c3a5058 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-out.txt @@ -0,0 +1,39 @@ +maml.exe TrainTest test=%Data% 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 16 instances with missing features during training (over 1 iterations; 16 inst/iter) +Training calibrator. +PAV calibrator: piecewise function approximation has 10 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 || 235 | 4 | 0.9833 + negative || 11 | 433 | 0.9752 + ||====================== +Precision || 0.9553 | 0.9908 | +OVERALL 0/1 ACCURACY: 0.978038 +LOG LOSS/instance: 0.086604 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 90.727634 +AUC: 0.995835 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995835 (0.0000) +Accuracy: 0.978038 (0.0000) +Positive precision: 0.955285 (0.0000) +Positive recall: 0.983264 (0.0000) +Negative precision: 0.990847 (0.0000) +Negative recall: 0.975225 (0.0000) +Log-loss: 0.086604 (0.0000) +Log-loss reduction: 90.727634 (0.0000) +F1 Score: 0.969072 (0.0000) +AUPRC: 0.991529 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-rp.txt b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-rp.txt new file mode 100644 index 0000000000..25d38e2b2c --- /dev/null +++ b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-rp.txt @@ -0,0 +1,4 @@ +AveragedPerceptron +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995835 0.978038 0.955285 0.983264 0.990847 0.975225 0.086604 90.72763 0.969072 0.991529 AveragedPerceptron %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% cali=PAV dout=%Output% data=%Data% out=%Output% seed=1 + diff --git a/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration.txt b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration.txt new file mode 100644 index 0000000000..0c2f376b8f --- /dev/null +++ b/test/BaselineOutput/SingleDebug/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -2.613543 1E-15 1.4415419267167138E-15 0 +1 0 2.60575485 0.84 2.643855953298599 1 +2 0 -2.757174 1E-15 1.4415419267167138E-15 0 +3 0 3.22900486 0.84 2.643855953298599 1 +4 0 -2.6634407 1E-15 1.4415419267167138E-15 0 +5 1 9.001596 1 0 1 +6 0 -0.537202835 0.0625 0.093109404391481479 0 +7 0 -3.11754012 1E-15 1.4415419267167138E-15 0 +8 0 -3.26967764 1E-15 1.4415419267167138E-15 0 +9 0 -2.91409922 1E-15 1.4415419267167138E-15 0 +10 0 -3.63266468 1E-15 1.4415419267167138E-15 0 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1.4415419267167138E-15 0 +687 0 -2.80922365 1E-15 1.4415419267167138E-15 0 +688 0 -3.36806726 1E-15 1.4415419267167138E-15 0 +689 0 -3.07556343 1E-15 1.4415419267167138E-15 0 +690 0 -3.89925313 1E-15 1.4415419267167138E-15 0 +691 1 4.03710175 0.9756098 0.035623875334191583 1 +692 0 -3.60871148 1E-15 1.4415419267167138E-15 0 +693 0 -3.20685172 1E-15 1.4415419267167138E-15 0 +694 0 -3.21450925 1E-15 1.4415419267167138E-15 0 +695 0 -3.8493557 1E-15 1.4415419267167138E-15 0 +696 1 6.140997 1 0 1 +697 1 4.125271 0.9756098 0.035623875334191583 1 +698 1 4.50817 0.9756098 0.035623875334191583 1 diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-CV-breast-cancer-out.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-CV-breast-cancer-out.txt new file mode 100644 index 0000000000..81965a02b9 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-CV-breast-cancer-out.txt @@ -0,0 +1,64 @@ +maml.exe CV tr=SDCA{maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Auto-tuning parameters: L2 = 0.03039514. +Auto-tuning parameters: L1Threshold (L1/L2) = 0. +Using model from last iteration. +Not training a calibrator because it is not needed. +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Auto-tuning parameters: L2 = 0.02824859. +Auto-tuning parameters: L1Threshold (L1/L2) = 0. +Using model from last iteration. +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 125 | 9 | 0.9328 + negative || 7 | 213 | 0.9682 + ||====================== +Precision || 0.9470 | 0.9595 | +OVERALL 0/1 ACCURACY: 0.954802 +LOG LOSS/instance: 0.401674 +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): 58.027666 +AUC: 0.993284 +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 || 94 | 11 | 0.8952 + negative || 2 | 222 | 0.9911 + ||====================== +Precision || 0.9792 | 0.9528 | +OVERALL 0/1 ACCURACY: 0.960486 +LOG LOSS/instance: 0.390543 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 56.772190 +AUC: 0.997321 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995303 (0.0020) +Accuracy: 0.957644 (0.0028) +Positive precision: 0.963068 (0.0161) +Positive recall: 0.914037 (0.0188) +Negative precision: 0.956125 (0.0033) +Negative recall: 0.979627 (0.0114) +Log-loss: 0.396109 (0.0056) +Log-loss reduction: 57.399928 (0.6277) +F1 Score: 0.937587 (0.0023) +AUPRC: 0.990827 (0.0033) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-CV-breast-cancer-rp.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-CV-breast-cancer-rp.txt new file mode 100644 index 0000000000..7bcd6d511e --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-CV-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995303 0.957644 0.963068 0.914037 0.956125 0.979627 0.396109 57.39993 0.937587 0.990827 1 5 9 SDCA %Data% %Output% 99 0 0 maml.exe CV tr=SDCA{maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 /nt:1;/iter:5;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-CV-breast-cancer.txt 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0.198502019 0.31922920878555094 0 +673 0 -1.050534 0.25912258 0.43269323063600168 0 +674 0 -1.48970389 0.183966175 0.29329914054619283 0 +675 0 -1.12985933 0.244187057 0.40389887052650952 0 +676 0 -1.4080348 0.1965442 0.31570943519022138 0 +677 0 -1.3226521 0.2103774 0.34076480388509889 0 +684 0 -1.53151011 0.17777285 0.28239108395025142 0 +686 0 -1.53151011 0.17777285 0.28239108395025142 0 +687 0 -1.24340081 0.223844573 0.36558251019313409 0 +690 0 -1.40933061 0.196339652 0.31534219261969193 0 +695 0 -1.47929561 0.185533836 0.29607333074872261 0 diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-CV-breast-cancer-out.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-CV-breast-cancer-out.txt new file mode 100644 index 0000000000..e9add0fd98 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-CV-breast-cancer-out.txt @@ -0,0 +1,60 @@ +maml.exe CV tr=SDCA{l2=1e-06 l1=0.5 maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Using model from last iteration. +Not training a calibrator because it is not needed. +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Using model from last iteration. +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 131 | 3 | 0.9776 + negative || 8 | 212 | 0.9636 + ||====================== +Precision || 0.9424 | 0.9860 | +OVERALL 0/1 ACCURACY: 0.968927 +LOG LOSS/instance: 0.142232 +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): 85.137666 +AUC: 0.993860 +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3191 (105.0/(105.0+224.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 96 | 9 | 0.9143 + negative || 2 | 222 | 0.9911 + ||====================== +Precision || 0.9796 | 0.9610 | +OVERALL 0/1 ACCURACY: 0.966565 +LOG LOSS/instance: 0.118621 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 86.870322 +AUC: 0.997449 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995655 (0.0018) +Accuracy: 0.967746 (0.0012) +Positive precision: 0.961019 (0.0186) +Positive recall: 0.945949 (0.0317) +Negative precision: 0.973543 (0.0125) +Negative recall: 0.977354 (0.0137) +Log-loss: 0.130426 (0.0118) +Log-loss reduction: 86.003994 (0.8663) +F1 Score: 0.952760 (0.0069) +AUPRC: 0.991454 (0.0030) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-CV-breast-cancer-rp.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-CV-breast-cancer-rp.txt new file mode 100644 index 0000000000..9da583ffc9 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-CV-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /l2 /l1 /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995655 0.967746 0.961019 0.945949 0.973543 0.977354 0.130426 86.004 0.95276 0.991454 1E-06 0.5 1 5 9 SDCA %Data% %Output% 99 0 0 maml.exe CV tr=SDCA{l2=1e-06 l1=0.5 maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 /l2:1E-06;/l1:0.5;/nt:1;/iter:5;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-CV-breast-cancer.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-CV-breast-cancer.txt new file mode 100644 index 0000000000..0302f143a8 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-CV-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 11.312624 0.9999878 1.7628329413514266E-05 1 +6 0 -0.7863054 0.3129625 0.54153925296999528 0 +8 0 -5.130507 0.005878797 0.0085063390813595076 0 +9 0 -4.33842134 0.0128888339 0.018715528160758534 0 +10 0 -5.39204836 0.00453200564 0.006553162786217457 0 +11 0 -5.20735168 0.005446332 0.0078788712300762211 0 +18 1 6.76829338 0.998851657 0.001657660839710398 1 +20 1 5.23117447 0.9946812 0.0076939153889395429 1 +21 1 6.814643 0.998903632 0.0015825921501636231 1 +25 1 1.58773708 0.83029747 0.26829979247443364 1 +28 0 -5.20735168 0.005446332 0.0078788712300762211 0 +31 0 -4.97357035 0.006870867 0.0099467768209147815 0 +32 1 5.83416653 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mode 100644 index 0000000000..ea61c12289 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-TrainTest-breast-cancer-out.txt @@ -0,0 +1,40 @@ +maml.exe TrainTest test=%Data% tr=SDCA{l2=1e-06 l1=0.5 maxIterations=5 checkFreq=9 nt=1} 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. +Using 1 thread to train. +Warning: Skipped 16 instances with missing features/label during training +Using model from last iteration. +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 220 | 19 | 0.9205 + negative || 6 | 438 | 0.9865 + ||====================== +Precision || 0.9735 | 0.9584 | +OVERALL 0/1 ACCURACY: 0.963397 +LOG LOSS/instance: 0.135137 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 85.531391 +AUC: 0.996042 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.996042 (0.0000) +Accuracy: 0.963397 (0.0000) +Positive precision: 0.973451 (0.0000) +Positive recall: 0.920502 (0.0000) +Negative precision: 0.958425 (0.0000) +Negative recall: 0.986486 (0.0000) +Log-loss: 0.135137 (0.0000) +Log-loss reduction: 85.531391 (0.0000) +F1 Score: 0.946237 (0.0000) +AUPRC: 0.991947 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-TrainTest-breast-cancer-rp.txt new file mode 100644 index 0000000000..39b311bd64 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-TrainTest-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /l2 /l1 /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.996042 0.963397 0.973451 0.920502 0.958425 0.986486 0.135137 85.53139 0.946237 0.991947 1E-06 0.5 1 5 9 SDCA %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SDCA{l2=1e-06 l1=0.5 maxIterations=5 checkFreq=9 nt=1} dout=%Output% data=%Data% out=%Output% seed=1 /l2:1E-06;/l1:0.5;/nt:1;/iter:5;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-TrainTest-breast-cancer.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-TrainTest-breast-cancer.txt new file mode 100644 index 0000000000..22409b2a5a --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-L1-TrainTest-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -5.417775 0.00441740733 0.0063870892399890567 0 +1 0 1.90407085 0.870351553 2.9473231695739615 1 +2 0 -5.690718 0.00336579978 0.0048640129043665435 0 +3 0 1.57038021 0.8278378 2.5381598840720394 1 +4 0 -5.385234 0.004562853 0.0065978692839972998 0 +5 1 9.297179 0.9999083 0.00013226072090480578 1 +6 0 -2.49831533 0.0759763643 0.11399833994509623 0 +7 0 -6.27390671 0.00188130466 0.0027167051843330326 0 +8 0 -6.476397 0.001536981 0.0022191006180128417 0 +9 0 -5.781703 0.00307398126 0.0044416478002410548 0 +10 0 -6.99609852 0.000914609351 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0.00228127558 0.0032949447321292706 0 +695 0 -7.00212 0.00090912357 0.0013121846250039875 0 +696 1 4.229724 0.985652447 0.020849070745319196 1 +697 1 2.12340164 0.893156946 0.16301438662258791 1 +698 1 3.01012421 0.9530294 0.06940738322838956 1 diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-out.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-out.txt new file mode 100644 index 0000000000..4679e68f51 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-out.txt @@ -0,0 +1,60 @@ +maml.exe CV tr=SDCA{l2=1e-06 loss=SmoothedHinge l1=0.5 maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Using model from last iteration. +Training calibrator. +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Using model from last iteration. +Training calibrator. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 130 | 4 | 0.9701 + negative || 8 | 212 | 0.9636 + ||====================== +Precision || 0.9420 | 0.9815 | +OVERALL 0/1 ACCURACY: 0.966102 +LOG LOSS/instance: 0.129889 +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): 86.427410 +AUC: 0.994539 +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 || 38 | 67 | 0.3619 + negative || 0 | 224 | 1.0000 + ||====================== +Precision || 1.0000 | 0.7698 | +OVERALL 0/1 ACCURACY: 0.796353 +LOG LOSS/instance: 0.126797 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 85.965336 +AUC: 0.996854 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995696 (0.0012) +Accuracy: 0.881227 (0.0849) +Positive precision: 0.971014 (0.0290) +Positive recall: 0.666027 (0.3041) +Negative precision: 0.875620 (0.1059) +Negative recall: 0.981818 (0.0182) +Log-loss: 0.128343 (0.0015) +Log-loss reduction: 86.196373 (0.2310) +F1 Score: 0.743675 (0.2122) +AUPRC: 0.991479 (0.0016) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-rp.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-rp.txt new file mode 100644 index 0000000000..01c5122d8c --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /loss /l2 /l1 /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995696 0.881227 0.971014 0.666027 0.87562 0.981818 0.128343 86.19637 0.743675 0.991479 SmoothedHinge 1E-06 0.5 1 5 9 SDCA %Data% %Output% 99 0 0 maml.exe CV tr=SDCA{l2=1e-06 loss=SmoothedHinge l1=0.5 maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 /loss:SmoothedHinge;/l2:1E-06;/l1:0.5;/nt:1;/iter:5;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer.txt new file mode 100644 index 0000000000..5197b73592 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 3.68489456 0.9999552 6.4666926008124693E-05 1 +6 0 -0.77432394 0.115023389 0.17628876884644437 0 +8 0 -1.66212463 0.0116578983 0.016917596622019786 0 +9 0 -1.61745083 0.0131344274 0.019074515683151331 0 +10 0 -1.97708547 0.005009752 0.0072457094989476683 0 +11 0 -1.91525483 0.005915621 0.0085597800780180429 0 +18 1 2.03335238 0.996121347 0.0056065935778773033 1 +20 1 1.819727 0.9931115 0.0099724045485922262 1 +21 1 2.36569452 0.9984167 0.0022859977405220834 1 +25 1 0.209843636 0.6501416 0.62117413252240072 1 +28 0 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0.0033844089083832525 0 +687 0 -2.0907402 0.014704857 0.02137214947464779 0 +690 0 -2.44480371 0.003111134 0.0044954142158276904 0 +695 0 -2.36310053 0.00445820671 0.0064462126806749806 0 diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-out.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-out.txt new file mode 100644 index 0000000000..d183cbb7b0 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-out.txt @@ -0,0 +1,40 @@ +maml.exe TrainTest test=%Data% tr=SDCA{l2=1e-06 loss=SmoothedHinge l1=0.5 maxIterations=5 checkFreq=9 nt=1} 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. +Using 1 thread to train. +Warning: Skipped 16 instances with missing features/label during training +Using model from last iteration. +Training calibrator. +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 || 224 | 15 | 0.9372 + negative || 8 | 436 | 0.9820 + ||====================== +Precision || 0.9655 | 0.9667 | +OVERALL 0/1 ACCURACY: 0.966325 +LOG LOSS/instance: 0.118542 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 87.308128 +AUC: 0.995816 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995816 (0.0000) +Accuracy: 0.966325 (0.0000) +Positive precision: 0.965517 (0.0000) +Positive recall: 0.937238 (0.0000) +Negative precision: 0.966741 (0.0000) +Negative recall: 0.981982 (0.0000) +Log-loss: 0.118542 (0.0000) +Log-loss reduction: 87.308128 (0.0000) +F1 Score: 0.951168 (0.0000) +AUPRC: 0.991045 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-rp.txt new file mode 100644 index 0000000000..64c42b596e --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /loss /l2 /l1 /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995816 0.966325 0.965517 0.937238 0.966741 0.981982 0.118542 87.30813 0.951168 0.991045 SmoothedHinge 1E-06 0.5 1 5 9 SDCA %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SDCA{l2=1e-06 loss=SmoothedHinge l1=0.5 maxIterations=5 checkFreq=9 nt=1} dout=%Output% data=%Data% out=%Output% seed=1 /loss:SmoothedHinge;/l2:1E-06;/l1:0.5;/nt:1;/iter:5;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer.txt new file mode 100644 index 0000000000..1c905b24c8 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -1.10683584 0.03548897 0.052130358943878213 0 +1 0 0.4355333 0.8881356 3.1601772672299608 1 +2 0 -1.34843755 0.0156080518 0.022695237505337612 0 +3 0 0.157564163 0.7508743 2.0050541256570371 1 +4 0 -1.22771454 0.0235777982 0.034422995463404243 0 +5 1 2.32781339 0.999827564 0.00024879435567086319 1 +6 0 -0.66212225 0.147689641 0.2305492271738884 0 +7 0 -1.62476587 0.006017327 0.0087073915588887166 0 +8 0 -1.50218379 0.00919415 0.013325707665018071 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0.019036078413509263 0 +690 0 -2.0097332 0.00158045907 0.002281924175707706 0 +691 1 0.25175643 0.807132542 0.3091224917965506 1 +692 0 -1.701774 0.00460771844 0.0066628947272309403 0 +693 0 -1.49471784 0.009434182 0.013675257214799334 0 +694 0 -1.56419706 0.0074207224 0.010745759543923901 0 +695 0 -1.8888545 0.00240627048 0.0034756978965475691 0 +696 1 0.84514904 0.970662236 0.042958730150687824 1 +697 1 0.5068946 0.9105598 0.13517436925870127 1 +698 1 0.640382767 0.9418936 0.086364032689713627 1 diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-TrainTest-breast-cancer-out.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-TrainTest-breast-cancer-out.txt new file mode 100644 index 0000000000..9c0d526d47 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-TrainTest-breast-cancer-out.txt @@ -0,0 +1,42 @@ +maml.exe TrainTest test=%Data% tr=SDCA{maxIterations=5 checkFreq=9 nt=1} 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. +Using 1 thread to train. +Warning: Skipped 16 instances with missing features/label during training +Auto-tuning parameters: L2 = 0.01464129. +Auto-tuning parameters: L1Threshold (L1/L2) = 0. +Using model from last iteration. +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 222 | 17 | 0.9289 + negative || 9 | 435 | 0.9797 + ||====================== +Precision || 0.9610 | 0.9624 | +OVERALL 0/1 ACCURACY: 0.961933 +LOG LOSS/instance: 0.294964 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 68.419387 +AUC: 0.995458 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995458 (0.0000) +Accuracy: 0.961933 (0.0000) +Positive precision: 0.961039 (0.0000) +Positive recall: 0.928870 (0.0000) +Negative precision: 0.962389 (0.0000) +Negative recall: 0.979730 (0.0000) +Log-loss: 0.294964 (0.0000) +Log-loss reduction: 68.419387 (0.0000) +F1 Score: 0.944681 (0.0000) +AUPRC: 0.990716 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-TrainTest-breast-cancer-rp.txt new file mode 100644 index 0000000000..f0895af096 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-TrainTest-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995458 0.961933 0.961039 0.92887 0.962389 0.97973 0.294964 68.41939 0.944681 0.990716 1 5 9 SDCA %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SDCA{maxIterations=5 checkFreq=9 nt=1} dout=%Output% data=%Data% out=%Output% seed=1 /nt:1;/iter:5;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-TrainTest-breast-cancer.txt b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-TrainTest-breast-cancer.txt new file mode 100644 index 0000000000..ff963fe7a2 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SDCA/BinarySDCA-TrainTest-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -1.68465579 0.156479955 0.24550574198437417 0 +1 0 0.900202036 0.710991 1.790813799293707 1 +2 0 -1.66211188 0.159478709 0.25064373064972356 0 +3 0 0.920173168 0.7150774 1.8113580354740397 1 +4 0 -1.60036254 0.167930946 0.26522483084297643 0 +5 1 3.41148067 0.9680614 0.046829559071515148 1 +6 0 -0.558419 0.363913357 0.6527048033700964 0 +7 0 -1.77785921 0.144567683 0.22527438427621044 0 +8 0 -1.92850423 0.12691623 0.19580801129332542 0 +9 0 -1.70022047 0.154436469 0.24201494013065672 0 +10 0 -1.98099363 0.121212959 0.18641450009274427 0 +11 0 -1.94084609 0.125554934 0.19356034047915699 0 +12 1 -0.465740919 0.3856248 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b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-CV-breast-cancer-out.txt @@ -0,0 +1,56 @@ +maml.exe CV tr=SGD{maxIterations=2 checkFreq=9 nt=1} threads=- 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 8 instances with missing features during training +Not training a calibrator because it is not needed. +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Warning: Skipped 8 instances with missing features during training +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 124 | 10 | 0.9254 + negative || 6 | 214 | 0.9727 + ||====================== +Precision || 0.9538 | 0.9554 | +OVERALL 0/1 ACCURACY: 0.954802 +LOG LOSS/instance: 0.670855 +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): 29.900058 +AUC: 0.993046 +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: 0.657158 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 27.261539 +AUC: 0.997066 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995056 (0.0020) +Accuracy: 0.962204 (0.0074) +Positive precision: 0.966822 (0.0130) +Positive recall: 0.924591 (0.0008) +Negative precision: 0.960287 (0.0049) +Negative recall: 0.981899 (0.0092) +Log-loss: 0.664007 (0.0068) +Log-loss reduction: 28.580798 (1.3193) +F1 Score: 0.945187 (0.0058) +AUPRC: 0.990233 (0.0032) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/SGD/BinarySGD-CV-breast-cancer-rp.txt b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-CV-breast-cancer-rp.txt new file mode 100644 index 0000000000..ae94fbb350 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-CV-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995056 0.962204 0.966822 0.924591 0.960287 0.981899 0.664007 28.5808 0.945187 0.990233 1 2 9 SGD %Data% %Output% 99 0 0 maml.exe CV tr=SGD{maxIterations=2 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 /nt:1;/iter:2;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleDebug/SGD/BinarySGD-CV-breast-cancer.txt 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+maml.exe CV tr=SGD{loss=Hinge maxIterations=2 checkFreq=9 nt=1} threads=- 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 8 instances with missing features during training +Training calibrator. +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Warning: Skipped 8 instances with missing features during training +Training calibrator. +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 || 125 | 9 | 0.9328 + negative || 7 | 213 | 0.9682 + ||====================== +Precision || 0.9470 | 0.9595 | +OVERALL 0/1 ACCURACY: 0.954802 +LOG LOSS/instance: 0.150656 +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): 84.257459 +AUC: 0.993114 +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 || 94 | 11 | 0.8952 + negative || 2 | 222 | 0.9911 + ||====================== +Precision || 0.9792 | 0.9528 | +OVERALL 0/1 ACCURACY: 0.960486 +LOG LOSS/instance: 0.127422 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 85.896075 +AUC: 0.997109 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995111 (0.0020) +Accuracy: 0.957644 (0.0028) +Positive precision: 0.963068 (0.0161) +Positive recall: 0.914037 (0.0188) +Negative precision: 0.956125 (0.0033) +Negative recall: 0.979627 (0.0114) +Log-loss: 0.139039 (0.0116) +Log-loss reduction: 85.076767 (0.8193) +F1 Score: 0.937587 (0.0023) +AUPRC: 0.990374 (0.0032) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-CV-breast-cancer-rp.txt b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-CV-breast-cancer-rp.txt new file mode 100644 index 0000000000..7f59192020 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-CV-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /loss /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995111 0.957644 0.963068 0.914037 0.956125 0.979627 0.139039 85.07677 0.937587 0.990374 Hinge 1 2 9 SGD %Data% %Output% 99 0 0 maml.exe CV tr=SGD{loss=Hinge maxIterations=2 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 /loss:Hinge;/nt:1;/iter:2;/checkFreq:9 + diff --git 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a/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-out.txt b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-out.txt new file mode 100644 index 0000000000..4666150376 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-out.txt @@ -0,0 +1,38 @@ +maml.exe TrainTest test=%Data% tr=SGD{loss=Hinge maxIterations=2 checkFreq=9 nt=1} 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 16 instances with missing features during training +Training calibrator. +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 || 228 | 11 | 0.9540 + negative || 10 | 434 | 0.9775 + ||====================== +Precision || 0.9580 | 0.9753 | +OVERALL 0/1 ACCURACY: 0.969253 +LOG LOSS/instance: 0.129716 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 86.111860 +AUC: 0.995307 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995307 (0.0000) +Accuracy: 0.969253 (0.0000) +Positive precision: 0.957983 (0.0000) +Positive recall: 0.953975 (0.0000) +Negative precision: 0.975281 (0.0000) +Negative recall: 0.977477 (0.0000) +Log-loss: 0.129716 (0.0000) +Log-loss reduction: 86.111860 (0.0000) +F1 Score: 0.955975 (0.0000) +AUPRC: 0.990403 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-rp.txt new file mode 100644 index 0000000000..9d063d25f3 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /loss /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995307 0.969253 0.957983 0.953975 0.975281 0.977477 0.129716 86.11186 0.955975 0.990403 Hinge 1 2 9 SGD %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SGD{loss=Hinge maxIterations=2 checkFreq=9 nt=1} dout=%Output% data=%Data% out=%Output% seed=1 /loss:Hinge;/nt:1;/iter:2;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-TrainTest-breast-cancer.txt b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-TrainTest-breast-cancer.txt new file mode 100644 index 0000000000..9dec61f554 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-Hinge-TrainTest-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -1.06890559 0.014811567 0.021528405536080236 0 +1 0 0.9017713 0.947530746 4.2523839243174306 1 +2 0 -1.03680611 0.01659497 0.024142361374562261 0 +3 0 0.8984742 0.9469378 4.2361716828595881 1 +4 0 -0.9978064 0.01904748 0.027744786096983227 0 +5 1 2.77935171 0.999935567 9.2959617639415689E-05 1 +6 0 -0.187816739 0.263663083 0.44156206119784064 0 +7 0 -1.11560464 0.0125493091 0.018219386925381355 0 +8 0 -1.24520338 0.007909152 0.011455856982959962 0 +9 0 -1.07160544 0.0146704726 0.021321803767919627 0 +10 0 -1.265203 0.00736401649 0.010663340949779648 0 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1 +697 1 1.06387162 0.970023751 0.043908022428987607 1 +698 1 1.29076886 0.986525059 0.019572397542260603 1 diff --git a/test/BaselineOutput/SingleDebug/SGD/BinarySGD-TrainTest-breast-cancer-out.txt b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-TrainTest-breast-cancer-out.txt new file mode 100644 index 0000000000..61b2444060 --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-TrainTest-breast-cancer-out.txt @@ -0,0 +1,38 @@ +maml.exe TrainTest test=%Data% tr=SGD{maxIterations=2 checkFreq=9 nt=1} 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 16 instances with missing features during training +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 225 | 14 | 0.9414 + negative || 9 | 435 | 0.9797 + ||====================== +Precision || 0.9615 | 0.9688 | +OVERALL 0/1 ACCURACY: 0.966325 +LOG LOSS/instance: 0.494040 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 47.105122 +AUC: 0.995156 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995156 (0.0000) +Accuracy: 0.966325 (0.0000) +Positive precision: 0.961538 (0.0000) +Positive recall: 0.941423 (0.0000) +Negative precision: 0.968820 (0.0000) +Negative recall: 0.979730 (0.0000) +Log-loss: 0.494040 (0.0000) +Log-loss reduction: 47.105122 (0.0000) +F1 Score: 0.951374 (0.0000) +AUPRC: 0.990094 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleDebug/SGD/BinarySGD-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-TrainTest-breast-cancer-rp.txt new file mode 100644 index 0000000000..380658592b --- /dev/null +++ b/test/BaselineOutput/SingleDebug/SGD/BinarySGD-TrainTest-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995156 0.966325 0.961538 0.941423 0.96882 0.97973 0.49404 47.10512 0.951374 0.990094 1 2 9 SGD %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SGD{maxIterations=2 checkFreq=9 nt=1} dout=%Output% data=%Data% out=%Output% seed=1 /nt:1;/iter:2;/checkFreq:9 + diff --git 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b/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration-out.txt @@ -0,0 +1,58 @@ +maml.exe CV 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 8 instances with missing features during training (over 1 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 8 instances with missing features during training (over 1 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 || 132 | 2 | 0.9851 + negative || 9 | 211 | 0.9591 + ||====================== +Precision || 0.9362 | 0.9906 | +OVERALL 0/1 ACCURACY: 0.968927 +LOG LOSS/instance: Infinity +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): -Infinity +AUC: 0.992809 +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 || 102 | 3 | 0.9714 + negative || 4 | 220 | 0.9821 + ||====================== +Precision || 0.9623 | 0.9865 | +OVERALL 0/1 ACCURACY: 0.978723 +LOG LOSS/instance: 0.239330 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 73.509473 +AUC: 0.997279 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995044 (0.0022) +Accuracy: 0.973825 (0.0049) +Positive precision: 0.949217 (0.0130) +Positive recall: 0.978252 (0.0068) +Negative precision: 0.988579 (0.0020) +Negative recall: 0.970617 (0.0115) +Log-loss: Infinity (NaN) +Log-loss reduction: -Infinity (NaN) +F1 Score: 0.963412 (0.0034) +AUPRC: 0.990172 (0.0037) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration-rp.txt b/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration-rp.txt new file mode 100644 index 0000000000..1efdb13900 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration-rp.txt @@ -0,0 +1,4 @@ +AveragedPerceptron +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995044 0.973825 0.949217 0.978252 0.988579 0.970617 Infinity -Infinity 0.963412 0.990172 AveragedPerceptron %Data% %Output% 99 0 0 maml.exe CV threads=- cali=PAV dout=%Output% data=%Data% seed=1 + diff --git a/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration.txt b/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration.txt new file mode 100644 index 0000000000..eb8fd43aae --- /dev/null +++ b/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-CV-breast-cancer.PAVcalibration.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 7.40741539 1 0 1 +6 0 0.7099695 0.8947368 3.2479272984652883 1 +8 0 -2.82832813 1E-15 1.4415419267167138E-15 0 +9 0 -2.36471128 1E-15 1.4415419267167138E-15 0 +10 0 -2.8614285 1E-15 1.4415419267167138E-15 0 +11 0 -2.796535 1E-15 1.4415419267167138E-15 0 +18 1 4.711033 1 0 1 +20 1 3.320365 1 0 1 +21 1 4.33465 1 0 1 +25 1 1.51364756 0.8947368 0.16046469748481262 1 +28 0 -2.796535 1E-15 1.4415419267167138E-15 0 +31 0 -2.688997 1E-15 1.4415419267167138E-15 0 +32 1 3.64133739 1 0 1 +35 0 -2.796535 1E-15 1.4415419267167138E-15 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a/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-out.txt b/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-out.txt new file mode 100644 index 0000000000..9d1c3a5058 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-out.txt @@ -0,0 +1,39 @@ +maml.exe TrainTest test=%Data% 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 16 instances with missing features during training (over 1 iterations; 16 inst/iter) +Training calibrator. +PAV calibrator: piecewise function approximation has 10 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 || 235 | 4 | 0.9833 + negative || 11 | 433 | 0.9752 + ||====================== +Precision || 0.9553 | 0.9908 | +OVERALL 0/1 ACCURACY: 0.978038 +LOG LOSS/instance: 0.086604 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 90.727634 +AUC: 0.995835 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995835 (0.0000) +Accuracy: 0.978038 (0.0000) +Positive precision: 0.955285 (0.0000) +Positive recall: 0.983264 (0.0000) +Negative precision: 0.990847 (0.0000) +Negative recall: 0.975225 (0.0000) +Log-loss: 0.086604 (0.0000) +Log-loss reduction: 90.727634 (0.0000) +F1 Score: 0.969072 (0.0000) +AUPRC: 0.991529 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-rp.txt b/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-rp.txt new file mode 100644 index 0000000000..25d38e2b2c --- /dev/null +++ b/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration-rp.txt @@ -0,0 +1,4 @@ +AveragedPerceptron +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995835 0.978038 0.955285 0.983264 0.990847 0.975225 0.086604 90.72763 0.969072 0.991529 AveragedPerceptron %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% cali=PAV dout=%Output% data=%Data% out=%Output% seed=1 + diff --git a/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration.txt b/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration.txt new file mode 100644 index 0000000000..0c2f376b8f --- /dev/null +++ b/test/BaselineOutput/SingleRelease/AveragedPerceptron/AveragedPerceptron-TrainTest-breast-cancer.PAVcalibration.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -2.613543 1E-15 1.4415419267167138E-15 0 +1 0 2.60575485 0.84 2.643855953298599 1 +2 0 -2.757174 1E-15 1.4415419267167138E-15 0 +3 0 3.22900486 0.84 2.643855953298599 1 +4 0 -2.6634407 1E-15 1.4415419267167138E-15 0 +5 1 9.001596 1 0 1 +6 0 -0.537202835 0.0625 0.093109404391481479 0 +7 0 -3.11754012 1E-15 1.4415419267167138E-15 0 +8 0 -3.26967764 1E-15 1.4415419267167138E-15 0 +9 0 -2.91409922 1E-15 1.4415419267167138E-15 0 +10 0 -3.63266468 1E-15 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1.4415419267167138E-15 0 +687 0 -2.80922365 1E-15 1.4415419267167138E-15 0 +688 0 -3.36806726 1E-15 1.4415419267167138E-15 0 +689 0 -3.07556343 1E-15 1.4415419267167138E-15 0 +690 0 -3.89925313 1E-15 1.4415419267167138E-15 0 +691 1 4.03710175 0.9756098 0.035623875334191583 1 +692 0 -3.60871148 1E-15 1.4415419267167138E-15 0 +693 0 -3.20685172 1E-15 1.4415419267167138E-15 0 +694 0 -3.21450925 1E-15 1.4415419267167138E-15 0 +695 0 -3.8493557 1E-15 1.4415419267167138E-15 0 +696 1 6.140997 1 0 1 +697 1 4.125271 0.9756098 0.035623875334191583 1 +698 1 4.50817 0.9756098 0.035623875334191583 1 diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-CV-breast-cancer-out.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-CV-breast-cancer-out.txt new file mode 100644 index 0000000000..81965a02b9 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-CV-breast-cancer-out.txt @@ -0,0 +1,64 @@ +maml.exe CV tr=SDCA{maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Auto-tuning parameters: L2 = 0.03039514. +Auto-tuning parameters: L1Threshold (L1/L2) = 0. +Using model from last iteration. +Not training a calibrator because it is not needed. +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Auto-tuning parameters: L2 = 0.02824859. +Auto-tuning parameters: L1Threshold (L1/L2) = 0. +Using model from last iteration. +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 125 | 9 | 0.9328 + negative || 7 | 213 | 0.9682 + ||====================== +Precision || 0.9470 | 0.9595 | +OVERALL 0/1 ACCURACY: 0.954802 +LOG LOSS/instance: 0.401674 +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): 58.027666 +AUC: 0.993284 +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 || 94 | 11 | 0.8952 + negative || 2 | 222 | 0.9911 + ||====================== +Precision || 0.9792 | 0.9528 | +OVERALL 0/1 ACCURACY: 0.960486 +LOG LOSS/instance: 0.390543 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 56.772190 +AUC: 0.997321 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995303 (0.0020) +Accuracy: 0.957644 (0.0028) +Positive precision: 0.963068 (0.0161) +Positive recall: 0.914037 (0.0188) +Negative precision: 0.956125 (0.0033) +Negative recall: 0.979627 (0.0114) +Log-loss: 0.396109 (0.0056) +Log-loss reduction: 57.399928 (0.6277) +F1 Score: 0.937587 (0.0023) +AUPRC: 0.990827 (0.0033) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-CV-breast-cancer-rp.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-CV-breast-cancer-rp.txt new file mode 100644 index 0000000000..7bcd6d511e --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-CV-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995303 0.957644 0.963068 0.914037 0.956125 0.979627 0.396109 57.39993 0.937587 0.990827 1 5 9 SDCA %Data% %Output% 99 0 0 maml.exe CV tr=SDCA{maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 /nt:1;/iter:5;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-CV-breast-cancer.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-CV-breast-cancer.txt new file mode 100644 index 0000000000..7cfbe77b4a --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-CV-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 2.37228012 0.914688945 0.12864688052420339 1 +6 0 -0.4379586 0.3922275 0.71839669805954687 0 +8 0 -1.46687174 0.187418565 0.29941569138368634 0 +9 0 -1.32483745 0.2100146 0.34010209806627006 0 +10 0 -1.490515 0.183844447 0.29308395009459498 0 +11 0 -1.47149158 0.186716 0.298168872554196 0 +18 1 1.17618752 0.7642616 0.38786154397894312 1 +20 1 0.885328531 0.7079252 0.49833116201255312 1 +21 1 1.13532948 0.7568211 0.40197579137282308 1 +25 1 0.0824904442 0.5206109 0.94172249813106612 1 +28 0 -1.47149158 0.186716 0.298168872554196 0 +31 0 -1.42964864 0.193153441 0.30963375787606295 0 +32 1 0.8960438 0.7101358 0.49383312022081494 1 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CV tr=SDCA{l2=1e-06 l1=0.5 maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Using model from last iteration. +Not training a calibrator because it is not needed. +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Using model from last iteration. +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 131 | 3 | 0.9776 + negative || 8 | 212 | 0.9636 + ||====================== +Precision || 0.9424 | 0.9860 | +OVERALL 0/1 ACCURACY: 0.968927 +LOG LOSS/instance: 0.142232 +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): 85.137666 +AUC: 0.993860 +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3191 (105.0/(105.0+224.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 96 | 9 | 0.9143 + negative || 2 | 222 | 0.9911 + ||====================== +Precision || 0.9796 | 0.9610 | +OVERALL 0/1 ACCURACY: 0.966565 +LOG LOSS/instance: 0.118621 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 86.870322 +AUC: 0.997449 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995655 (0.0018) +Accuracy: 0.967746 (0.0012) +Positive precision: 0.961019 (0.0186) +Positive recall: 0.945949 (0.0317) +Negative precision: 0.973543 (0.0125) +Negative recall: 0.977354 (0.0137) +Log-loss: 0.130426 (0.0118) +Log-loss reduction: 86.003994 (0.8663) +F1 Score: 0.952760 (0.0069) +AUPRC: 0.991454 (0.0030) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-CV-breast-cancer-rp.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-CV-breast-cancer-rp.txt new file mode 100644 index 0000000000..9da583ffc9 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-CV-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /l2 /l1 /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995655 0.967746 0.961019 0.945949 0.973543 0.977354 0.130426 86.004 0.95276 0.991454 1E-06 0.5 1 5 9 SDCA %Data% %Output% 99 0 0 maml.exe CV tr=SDCA{l2=1e-06 l1=0.5 maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 /l2:1E-06;/l1:0.5;/nt:1;/iter:5;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-CV-breast-cancer.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-CV-breast-cancer.txt new file mode 100644 index 0000000000..0302f143a8 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-CV-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 11.312624 0.9999878 1.7628329413514266E-05 1 +6 0 -0.7863054 0.3129625 0.54153925296999528 0 +8 0 -5.130507 0.005878797 0.0085063390813595076 0 +9 0 -4.33842134 0.0128888339 0.018715528160758534 0 +10 0 -5.39204836 0.00453200564 0.006553162786217457 0 +11 0 -5.20735168 0.005446332 0.0078788712300762211 0 +18 1 6.76829338 0.998851657 0.001657660839710398 1 +20 1 5.23117447 0.9946812 0.0076939153889395429 1 +21 1 6.814643 0.998903632 0.0015825921501636231 1 +25 1 1.58773708 0.83029747 0.26829979247443364 1 +28 0 -5.20735168 0.005446332 0.0078788712300762211 0 +31 0 -4.97357035 0.006870867 0.0099467768209147815 0 +32 1 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file mode 100644 index 0000000000..ea61c12289 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-TrainTest-breast-cancer-out.txt @@ -0,0 +1,40 @@ +maml.exe TrainTest test=%Data% tr=SDCA{l2=1e-06 l1=0.5 maxIterations=5 checkFreq=9 nt=1} 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. +Using 1 thread to train. +Warning: Skipped 16 instances with missing features/label during training +Using model from last iteration. +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 220 | 19 | 0.9205 + negative || 6 | 438 | 0.9865 + ||====================== +Precision || 0.9735 | 0.9584 | +OVERALL 0/1 ACCURACY: 0.963397 +LOG LOSS/instance: 0.135137 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 85.531391 +AUC: 0.996042 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.996042 (0.0000) +Accuracy: 0.963397 (0.0000) +Positive precision: 0.973451 (0.0000) +Positive recall: 0.920502 (0.0000) +Negative precision: 0.958425 (0.0000) +Negative recall: 0.986486 (0.0000) +Log-loss: 0.135137 (0.0000) +Log-loss reduction: 85.531391 (0.0000) +F1 Score: 0.946237 (0.0000) +AUPRC: 0.991947 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-TrainTest-breast-cancer-rp.txt new file mode 100644 index 0000000000..39b311bd64 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-TrainTest-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /l2 /l1 /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.996042 0.963397 0.973451 0.920502 0.958425 0.986486 0.135137 85.53139 0.946237 0.991947 1E-06 0.5 1 5 9 SDCA %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SDCA{l2=1e-06 l1=0.5 maxIterations=5 checkFreq=9 nt=1} dout=%Output% data=%Data% out=%Output% seed=1 /l2:1E-06;/l1:0.5;/nt:1;/iter:5;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-TrainTest-breast-cancer.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-TrainTest-breast-cancer.txt new file mode 100644 index 0000000000..22409b2a5a --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-L1-TrainTest-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -5.417775 0.00441740733 0.0063870892399890567 0 +1 0 1.90407085 0.870351553 2.9473231695739615 1 +2 0 -5.690718 0.00336579978 0.0048640129043665435 0 +3 0 1.57038021 0.8278378 2.5381598840720394 1 +4 0 -5.385234 0.004562853 0.0065978692839972998 0 +5 1 9.297179 0.9999083 0.00013226072090480578 1 +6 0 -2.49831533 0.0759763643 0.11399833994509623 0 +7 0 -6.27390671 0.00188130466 0.0027167051843330326 0 +8 0 -6.476397 0.001536981 0.0022191006180128417 0 +9 0 -5.781703 0.00307398126 0.0044416478002410548 0 +10 0 -6.99609852 0.000914609351 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0.00228127558 0.0032949447321292706 0 +695 0 -7.00212 0.00090912357 0.0013121846250039875 0 +696 1 4.229724 0.985652447 0.020849070745319196 1 +697 1 2.12340164 0.893156946 0.16301438662258791 1 +698 1 3.01012421 0.9530294 0.06940738322838956 1 diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-out.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-out.txt new file mode 100644 index 0000000000..4679e68f51 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-out.txt @@ -0,0 +1,60 @@ +maml.exe CV tr=SDCA{l2=1e-06 loss=SmoothedHinge l1=0.5 maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Using model from last iteration. +Training calibrator. +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Using 1 thread to train. +Warning: Skipped 8 instances with missing features/label during training +Using model from last iteration. +Training calibrator. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 130 | 4 | 0.9701 + negative || 8 | 212 | 0.9636 + ||====================== +Precision || 0.9420 | 0.9815 | +OVERALL 0/1 ACCURACY: 0.966102 +LOG LOSS/instance: 0.129889 +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): 86.427410 +AUC: 0.994539 +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 || 38 | 67 | 0.3619 + negative || 0 | 224 | 1.0000 + ||====================== +Precision || 1.0000 | 0.7698 | +OVERALL 0/1 ACCURACY: 0.796353 +LOG LOSS/instance: 0.126797 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 85.965336 +AUC: 0.996854 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995696 (0.0012) +Accuracy: 0.881227 (0.0849) +Positive precision: 0.971014 (0.0290) +Positive recall: 0.666027 (0.3041) +Negative precision: 0.875620 (0.1059) +Negative recall: 0.981818 (0.0182) +Log-loss: 0.128343 (0.0015) +Log-loss reduction: 86.196373 (0.2310) +F1 Score: 0.743675 (0.2122) +AUPRC: 0.991479 (0.0016) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-rp.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-rp.txt new file mode 100644 index 0000000000..01c5122d8c --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /loss /l2 /l1 /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995696 0.881227 0.971014 0.666027 0.87562 0.981818 0.128343 86.19637 0.743675 0.991479 SmoothedHinge 1E-06 0.5 1 5 9 SDCA %Data% %Output% 99 0 0 maml.exe CV tr=SDCA{l2=1e-06 loss=SmoothedHinge l1=0.5 maxIterations=5 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 /loss:SmoothedHinge;/l2:1E-06;/l1:0.5;/nt:1;/iter:5;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer.txt new file mode 100644 index 0000000000..5197b73592 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-CV-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 3.68489456 0.9999552 6.4666926008124693E-05 1 +6 0 -0.77432394 0.115023389 0.17628876884644437 0 +8 0 -1.66212463 0.0116578983 0.016917596622019786 0 +9 0 -1.61745083 0.0131344274 0.019074515683151331 0 +10 0 -1.97708547 0.005009752 0.0072457094989476683 0 +11 0 -1.91525483 0.005915621 0.0085597800780180429 0 +18 1 2.03335238 0.996121347 0.0056065935778773033 1 +20 1 1.819727 0.9931115 0.0099724045485922262 1 +21 1 2.36569452 0.9984167 0.0022859977405220834 1 +25 1 0.209843636 0.6501416 0.62117413252240072 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0.0033844089083832525 0 +687 0 -2.0907402 0.014704857 0.02137214947464779 0 +690 0 -2.44480371 0.003111134 0.0044954142158276904 0 +695 0 -2.36310053 0.00445820671 0.0064462126806749806 0 diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-out.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-out.txt new file mode 100644 index 0000000000..d183cbb7b0 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-out.txt @@ -0,0 +1,40 @@ +maml.exe TrainTest test=%Data% tr=SDCA{l2=1e-06 loss=SmoothedHinge l1=0.5 maxIterations=5 checkFreq=9 nt=1} 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. +Using 1 thread to train. +Warning: Skipped 16 instances with missing features/label during training +Using model from last iteration. +Training calibrator. +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 || 224 | 15 | 0.9372 + negative || 8 | 436 | 0.9820 + ||====================== +Precision || 0.9655 | 0.9667 | +OVERALL 0/1 ACCURACY: 0.966325 +LOG LOSS/instance: 0.118542 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 87.308128 +AUC: 0.995816 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995816 (0.0000) +Accuracy: 0.966325 (0.0000) +Positive precision: 0.965517 (0.0000) +Positive recall: 0.937238 (0.0000) +Negative precision: 0.966741 (0.0000) +Negative recall: 0.981982 (0.0000) +Log-loss: 0.118542 (0.0000) +Log-loss reduction: 87.308128 (0.0000) +F1 Score: 0.951168 (0.0000) +AUPRC: 0.991045 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-rp.txt new file mode 100644 index 0000000000..64c42b596e --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /loss /l2 /l1 /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995816 0.966325 0.965517 0.937238 0.966741 0.981982 0.118542 87.30813 0.951168 0.991045 SmoothedHinge 1E-06 0.5 1 5 9 SDCA %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SDCA{l2=1e-06 loss=SmoothedHinge l1=0.5 maxIterations=5 checkFreq=9 nt=1} dout=%Output% data=%Data% out=%Output% seed=1 /loss:SmoothedHinge;/l2:1E-06;/l1:0.5;/nt:1;/iter:5;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer.txt new file mode 100644 index 0000000000..1c905b24c8 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-SmoothedHinge-TrainTest-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -1.10683584 0.03548897 0.052130358943878213 0 +1 0 0.4355333 0.8881356 3.1601772672299608 1 +2 0 -1.34843755 0.0156080518 0.022695237505337612 0 +3 0 0.157564163 0.7508743 2.0050541256570371 1 +4 0 -1.22771454 0.0235777982 0.034422995463404243 0 +5 1 2.32781339 0.999827564 0.00024879435567086319 1 +6 0 -0.66212225 0.147689641 0.2305492271738884 0 +7 0 -1.62476587 0.006017327 0.0087073915588887166 0 +8 0 -1.50218379 0.00919415 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0.019036078413509263 0 +690 0 -2.0097332 0.00158045907 0.002281924175707706 0 +691 1 0.25175643 0.807132542 0.3091224917965506 1 +692 0 -1.701774 0.00460771844 0.0066628947272309403 0 +693 0 -1.49471784 0.009434182 0.013675257214799334 0 +694 0 -1.56419706 0.0074207224 0.010745759543923901 0 +695 0 -1.8888545 0.00240627048 0.0034756978965475691 0 +696 1 0.84514904 0.970662236 0.042958730150687824 1 +697 1 0.5068946 0.9105598 0.13517436925870127 1 +698 1 0.640382767 0.9418936 0.086364032689713627 1 diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-TrainTest-breast-cancer-out.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-TrainTest-breast-cancer-out.txt new file mode 100644 index 0000000000..9c0d526d47 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-TrainTest-breast-cancer-out.txt @@ -0,0 +1,42 @@ +maml.exe TrainTest test=%Data% tr=SDCA{maxIterations=5 checkFreq=9 nt=1} 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. +Using 1 thread to train. +Warning: Skipped 16 instances with missing features/label during training +Auto-tuning parameters: L2 = 0.01464129. +Auto-tuning parameters: L1Threshold (L1/L2) = 0. +Using model from last iteration. +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 222 | 17 | 0.9289 + negative || 9 | 435 | 0.9797 + ||====================== +Precision || 0.9610 | 0.9624 | +OVERALL 0/1 ACCURACY: 0.961933 +LOG LOSS/instance: 0.294964 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 68.419387 +AUC: 0.995458 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995458 (0.0000) +Accuracy: 0.961933 (0.0000) +Positive precision: 0.961039 (0.0000) +Positive recall: 0.928870 (0.0000) +Negative precision: 0.962389 (0.0000) +Negative recall: 0.979730 (0.0000) +Log-loss: 0.294964 (0.0000) +Log-loss reduction: 68.419387 (0.0000) +F1 Score: 0.944681 (0.0000) +AUPRC: 0.990716 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-TrainTest-breast-cancer-rp.txt new file mode 100644 index 0000000000..f0895af096 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SDCA/BinarySDCA-TrainTest-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SDCA +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995458 0.961933 0.961039 0.92887 0.962389 0.97973 0.294964 68.41939 0.944681 0.990716 1 5 9 SDCA %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SDCA{maxIterations=5 checkFreq=9 nt=1} dout=%Output% data=%Data% out=%Output% seed=1 /nt:1;/iter:5;/checkFreq:9 + diff --git 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b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-CV-breast-cancer-out.txt @@ -0,0 +1,56 @@ +maml.exe CV tr=SGD{maxIterations=2 checkFreq=9 nt=1} threads=- 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 8 instances with missing features during training +Not training a calibrator because it is not needed. +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Warning: Skipped 8 instances with missing features during training +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3785 (134.0/(134.0+220.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 124 | 10 | 0.9254 + negative || 6 | 214 | 0.9727 + ||====================== +Precision || 0.9538 | 0.9554 | +OVERALL 0/1 ACCURACY: 0.954802 +LOG LOSS/instance: 0.670855 +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): 29.900058 +AUC: 0.993046 +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: 0.657158 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 27.261539 +AUC: 0.997066 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995056 (0.0020) +Accuracy: 0.962204 (0.0074) +Positive precision: 0.966822 (0.0130) +Positive recall: 0.924591 (0.0008) +Negative precision: 0.960287 (0.0049) +Negative recall: 0.981899 (0.0092) +Log-loss: 0.664007 (0.0068) +Log-loss reduction: 28.580798 (1.3193) +F1 Score: 0.945187 (0.0058) +AUPRC: 0.990233 (0.0032) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/SGD/BinarySGD-CV-breast-cancer-rp.txt b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-CV-breast-cancer-rp.txt new file mode 100644 index 0000000000..ae94fbb350 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-CV-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995056 0.962204 0.966822 0.924591 0.960287 0.981899 0.664007 28.5808 0.945187 0.990233 1 2 9 SGD %Data% %Output% 99 0 0 maml.exe CV tr=SGD{maxIterations=2 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 /nt:1;/iter:2;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleRelease/SGD/BinarySGD-CV-breast-cancer.txt 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+maml.exe CV tr=SGD{loss=Hinge maxIterations=2 checkFreq=9 nt=1} threads=- 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 8 instances with missing features during training +Training calibrator. +Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off. +Warning: Skipped 8 instances with missing features during training +Training calibrator. +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 || 125 | 9 | 0.9328 + negative || 7 | 213 | 0.9682 + ||====================== +Precision || 0.9470 | 0.9595 | +OVERALL 0/1 ACCURACY: 0.954802 +LOG LOSS/instance: 0.150656 +Test-set entropy (prior Log-Loss/instance): 0.956998 +LOG-LOSS REDUCTION (RIG): 84.257459 +AUC: 0.993114 +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 || 94 | 11 | 0.8952 + negative || 2 | 222 | 0.9911 + ||====================== +Precision || 0.9792 | 0.9528 | +OVERALL 0/1 ACCURACY: 0.960486 +LOG LOSS/instance: 0.127422 +Test-set entropy (prior Log-Loss/instance): 0.903454 +LOG-LOSS REDUCTION (RIG): 85.896075 +AUC: 0.997109 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995111 (0.0020) +Accuracy: 0.957644 (0.0028) +Positive precision: 0.963068 (0.0161) +Positive recall: 0.914037 (0.0188) +Negative precision: 0.956125 (0.0033) +Negative recall: 0.979627 (0.0114) +Log-loss: 0.139039 (0.0116) +Log-loss reduction: 85.076767 (0.8193) +F1 Score: 0.937587 (0.0023) +AUPRC: 0.990374 (0.0032) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-CV-breast-cancer-rp.txt b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-CV-breast-cancer-rp.txt new file mode 100644 index 0000000000..7f59192020 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-CV-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /loss /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995111 0.957644 0.963068 0.914037 0.956125 0.979627 0.139039 85.07677 0.937587 0.990374 Hinge 1 2 9 SGD %Data% %Output% 99 0 0 maml.exe CV tr=SGD{loss=Hinge maxIterations=2 checkFreq=9 nt=1} threads=- dout=%Output% data=%Data% seed=1 /loss:Hinge;/nt:1;/iter:2;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-CV-breast-cancer.txt b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-CV-breast-cancer.txt new file mode 100644 index 0000000000..a2364522f6 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-CV-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +5 1 1.81078577 0.9999668 4.7897963370785976E-05 1 +6 0 -0.340304375 0.3635316 0.65183918352204073 0 +8 0 -1.11180091 0.0114331972 0.016589634918772533 0 +9 0 -1.02470124 0.01764545 0.025684281382177616 0 +10 0 -1.13440084 0.0102115627 0.0148079061901775 0 +11 0 -1.12420082 0.0107460516 0.015587176400536187 0 +18 1 0.8590903 0.9959399 0.0058693943269703171 1 +20 1 0.6588905 0.9889098 0.016089186108251458 1 +21 1 0.829689741 0.9952925 0.0068075448030417551 1 +25 1 0.0502938032 0.80444 0.31394323626154591 1 +28 0 -1.12420082 0.0107460516 0.015587176400536187 0 +31 0 -1.094601 0.0124587473 0.018087079479179837 0 +32 1 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a/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-out.txt b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-out.txt new file mode 100644 index 0000000000..4666150376 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-out.txt @@ -0,0 +1,38 @@ +maml.exe TrainTest test=%Data% tr=SGD{loss=Hinge maxIterations=2 checkFreq=9 nt=1} 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 16 instances with missing features during training +Training calibrator. +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 || 228 | 11 | 0.9540 + negative || 10 | 434 | 0.9775 + ||====================== +Precision || 0.9580 | 0.9753 | +OVERALL 0/1 ACCURACY: 0.969253 +LOG LOSS/instance: 0.129716 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 86.111860 +AUC: 0.995307 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995307 (0.0000) +Accuracy: 0.969253 (0.0000) +Positive precision: 0.957983 (0.0000) +Positive recall: 0.953975 (0.0000) +Negative precision: 0.975281 (0.0000) +Negative recall: 0.977477 (0.0000) +Log-loss: 0.129716 (0.0000) +Log-loss reduction: 86.111860 (0.0000) +F1 Score: 0.955975 (0.0000) +AUPRC: 0.990403 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-rp.txt new file mode 100644 index 0000000000..9d063d25f3 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-TrainTest-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /loss /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995307 0.969253 0.957983 0.953975 0.975281 0.977477 0.129716 86.11186 0.955975 0.990403 Hinge 1 2 9 SGD %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SGD{loss=Hinge maxIterations=2 checkFreq=9 nt=1} dout=%Output% data=%Data% out=%Output% seed=1 /loss:Hinge;/nt:1;/iter:2;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-TrainTest-breast-cancer.txt b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-TrainTest-breast-cancer.txt new file mode 100644 index 0000000000..9dec61f554 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-Hinge-TrainTest-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -1.06890559 0.014811567 0.021528405536080236 0 +1 0 0.9017713 0.947530746 4.2523839243174306 1 +2 0 -1.03680611 0.01659497 0.024142361374562261 0 +3 0 0.8984742 0.9469378 4.2361716828595881 1 +4 0 -0.9978064 0.01904748 0.027744786096983227 0 +5 1 2.77935171 0.999935567 9.2959617639415689E-05 1 +6 0 -0.187816739 0.263663083 0.44156206119784064 0 +7 0 -1.11560464 0.0125493091 0.018219386925381355 0 +8 0 -1.24520338 0.007909152 0.011455856982959962 0 +9 0 -1.07160544 0.0146704726 0.021321803767919627 0 +10 0 -1.265203 0.00736401649 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1 +697 1 1.06387162 0.970023751 0.043908022428987607 1 +698 1 1.29076886 0.986525059 0.019572397542260603 1 diff --git a/test/BaselineOutput/SingleRelease/SGD/BinarySGD-TrainTest-breast-cancer-out.txt b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-TrainTest-breast-cancer-out.txt new file mode 100644 index 0000000000..61b2444060 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-TrainTest-breast-cancer-out.txt @@ -0,0 +1,38 @@ +maml.exe TrainTest test=%Data% tr=SGD{maxIterations=2 checkFreq=9 nt=1} 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 16 instances with missing features during training +Not training a calibrator because it is not needed. +Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. +TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 225 | 14 | 0.9414 + negative || 9 | 435 | 0.9797 + ||====================== +Precision || 0.9615 | 0.9688 | +OVERALL 0/1 ACCURACY: 0.966325 +LOG LOSS/instance: 0.494040 +Test-set entropy (prior Log-Loss/instance): 0.934003 +LOG-LOSS REDUCTION (RIG): 47.105122 +AUC: 0.995156 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995156 (0.0000) +Accuracy: 0.966325 (0.0000) +Positive precision: 0.961538 (0.0000) +Positive recall: 0.941423 (0.0000) +Negative precision: 0.968820 (0.0000) +Negative recall: 0.979730 (0.0000) +Log-loss: 0.494040 (0.0000) +Log-loss reduction: 47.105122 (0.0000) +F1 Score: 0.951374 (0.0000) +AUPRC: 0.990094 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + diff --git a/test/BaselineOutput/SingleRelease/SGD/BinarySGD-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-TrainTest-breast-cancer-rp.txt new file mode 100644 index 0000000000..380658592b --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-TrainTest-breast-cancer-rp.txt @@ -0,0 +1,4 @@ +SGD +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt /iter /checkFreq Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.995156 0.966325 0.961538 0.941423 0.96882 0.97973 0.49404 47.10512 0.951374 0.990094 1 2 9 SGD %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SGD{maxIterations=2 checkFreq=9 nt=1} dout=%Output% data=%Data% out=%Output% seed=1 /nt:1;/iter:2;/checkFreq:9 + diff --git a/test/BaselineOutput/SingleRelease/SGD/BinarySGD-TrainTest-breast-cancer.txt b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-TrainTest-breast-cancer.txt new file mode 100644 index 0000000000..29a93c0326 --- /dev/null +++ b/test/BaselineOutput/SingleRelease/SGD/BinarySGD-TrainTest-breast-cancer.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -0.928646 0.2831995 0.48035642924326011 0 +1 0 0.5612953 0.6367522 1.4609739878015731 1 +2 0 -0.8991764 0.289219767 0.49252453442758393 0 +3 0 0.5970938 0.644991159 1.494073143299391 1 +4 0 -0.8613605 0.297055185 0.50851666024343367 0 +5 1 2.0218935 0.883076668 0.17938939831309875 1 +6 0 -0.278429747 0.4308388 0.81309076246898848 0 +7 0 -0.948713 0.279143721 0.4722164443643404 0 +8 0 -1.04096687 0.26096347 0.43628241696109904 0 +9 0 -0.923032939 0.284340322 0.48265439791217024 0 +10 0 -1.05895889 0.257508457 0.42955350064901787 0 +11 0 -1.04350591 0.2604741 0.43532739229387868 0 +12 1 -0.212160587 0.447157919 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Done(); } - [Fact(Skip = "Need CoreTLC specific baseline update")] + [Fact] [TestCategory("Binary")] [TestCategory("SDCA")] public void LinearClassifierTest() @@ -1049,7 +1049,7 @@ public void DefaultCalibratorPerceptronTest() /// ///A test for PAV calibrators /// - [Fact(Skip = "Need CoreTLC specific baseline update")] + [Fact] [TestCategory("Calibrator")] public void PAVCalibratorPerceptronTest() {