diff --git a/ZBaselines/SingleDebug/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group-out.txt b/ZBaselines/SingleDebug/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group-out.txt new file mode 100644 index 0000000000..cc2cb57518 --- /dev/null +++ b/ZBaselines/SingleDebug/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group-out.txt @@ -0,0 +1,55 @@ +maml.exe TrainTest test=%Data% tr=FastTreeBinaryClassification{nl=5 mil=5 lr=0.25 iter=20 mb=255} dout=%Output% loader=Text{col=Label:0 col=GroupId:U4[0-10]:1 col=Features:1-*} data=%Data% out=%Output% seed=1 +Not adding a normalizer. +Making per-feature arrays +Changing data from row-wise to column-wise +Warning: This is not ranking problem, Group Id 'GroupId' column will be ignored +Warning: Skipped 16 instances with missing features during training +Processed 683 instances +Binning and forming Feature objects +Reserved memory for tree learner: 3852 bytes +Starting to train ... +Not training a calibrator because it is not needed. +TEST POSITIVE RATIO: 0.3448 (241.0/(241.0+458.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 240 | 1 | 0.9959 + negative || 13 | 445 | 0.9716 + ||====================== +Precision || 0.9486 | 0.9978 | +OVERALL 0/1 ACCURACY: 0.979971 +LOG LOSS/instance: 0.092572 +Test-set entropy (prior Log-Loss/instance): 0.929318 +LOG-LOSS REDUCTION (RIG): 90.038683 +AUC: 0.995370 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995370 (0.0000) +Accuracy: 0.979971 (0.0000) +Positive precision: 0.948617 (0.0000) +Positive recall: 0.995851 (0.0000) +Negative precision: 0.997758 (0.0000) +Negative recall: 0.971616 (0.0000) +Log-loss: 0.092572 (0.0000) +Log-loss reduction: 90.038683 (0.0000) +F1 Score: 0.971660 (0.0000) +AUPRC: 0.970606 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + +--- Progress log --- +[1] 'FastTree data preparation' started. +[1] 'FastTree data preparation' finished in %Time%. +[2] 'FastTree in-memory bins initialization' started. +[2] 'FastTree in-memory bins initialization' finished in %Time%. +[3] 'FastTree feature conversion' started. +[3] 'FastTree feature conversion' finished in %Time%. +[4] 'FastTree training' started. +[4] 'FastTree training' finished in %Time%. +[5] 'Saving model' started. +[5] 'Saving model' finished in %Time%. diff --git a/ZBaselines/SingleDebug/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group-rp.txt b/ZBaselines/SingleDebug/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group-rp.txt new file mode 100644 index 0000000000..e946de30d9 --- /dev/null +++ b/ZBaselines/SingleDebug/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group-rp.txt @@ -0,0 +1,4 @@ +FastTreeBinaryClassification +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /lr /nl /mil /iter Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.99537 0.979971 0.948617 0.995851 0.997758 0.971616 0.092572 90.03868 0.97166 0.970606 0.25 5 5 20 FastTreeBinaryClassification %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=FastTreeBinaryClassification{nl=5 mil=5 lr=0.25 iter=20 mb=255} dout=%Output% loader=Text{col=Label:0 col=GroupId:U4[0-10]:1 col=Features:1-*} data=%Data% out=%Output% seed=1 /lr:0.25;/nl:5;/mil:5;/iter:20 + diff --git a/ZBaselines/SingleDebug/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group.txt b/ZBaselines/SingleDebug/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group.txt new file mode 100644 index 0000000000..67c3133c67 --- /dev/null +++ b/ZBaselines/SingleDebug/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group.txt @@ -0,0 +1,700 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+Not adding a normalizer. +Making per-feature arrays +Changing data from row-wise to column-wise +Warning: This is not ranking problem, Group Id 'GroupId' column will be ignored +Warning: Skipped 16 instances with missing features during training +Processed 683 instances +Binning and forming Feature objects +Reserved memory for tree learner: 3852 bytes +Starting to train ... +Not training a calibrator because it is not needed. +TEST POSITIVE RATIO: 0.3448 (241.0/(241.0+458.0)) +Confusion table + ||====================== +PREDICTED || positive | negative | Recall +TRUTH ||====================== + positive || 240 | 1 | 0.9959 + negative || 13 | 445 | 0.9716 + ||====================== +Precision || 0.9486 | 0.9978 | +OVERALL 0/1 ACCURACY: 0.979971 +LOG LOSS/instance: 0.092572 +Test-set entropy (prior Log-Loss/instance): 0.929318 +LOG-LOSS REDUCTION (RIG): 90.038683 +AUC: 0.995370 + +OVERALL RESULTS +--------------------------------------- +AUC: 0.995370 (0.0000) +Accuracy: 0.979971 (0.0000) +Positive precision: 0.948617 (0.0000) +Positive recall: 0.995851 (0.0000) +Negative precision: 0.997758 (0.0000) +Negative recall: 0.971616 (0.0000) +Log-loss: 0.092572 (0.0000) +Log-loss reduction: 90.038683 (0.0000) +F1 Score: 0.971660 (0.0000) +AUPRC: 0.970606 (0.0000) + +--------------------------------------- +Physical memory usage(MB): %Number% +Virtual memory usage(MB): %Number% +%DateTime% Time elapsed(s): %Number% + +--- Progress log --- +[1] 'FastTree data preparation' started. +[1] 'FastTree data preparation' finished in %Time%. +[2] 'FastTree in-memory bins initialization' started. +[2] 'FastTree in-memory bins initialization' finished in %Time%. +[3] 'FastTree feature conversion' started. +[3] 'FastTree feature conversion' finished in %Time%. +[4] 'FastTree training' started. +[4] 'FastTree training' finished in %Time%. +[5] 'Saving model' started. +[5] 'Saving model' finished in %Time%. diff --git a/ZBaselines/SingleRelease/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group-rp.txt b/ZBaselines/SingleRelease/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group-rp.txt new file mode 100644 index 0000000000..e946de30d9 --- /dev/null +++ b/ZBaselines/SingleRelease/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group-rp.txt @@ -0,0 +1,4 @@ +FastTreeBinaryClassification +AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /lr /nl /mil /iter Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings +0.99537 0.979971 0.948617 0.995851 0.997758 0.971616 0.092572 90.03868 0.97166 0.970606 0.25 5 5 20 FastTreeBinaryClassification %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=FastTreeBinaryClassification{nl=5 mil=5 lr=0.25 iter=20 mb=255} dout=%Output% loader=Text{col=Label:0 col=GroupId:U4[0-10]:1 col=Features:1-*} data=%Data% out=%Output% seed=1 /lr:0.25;/nl:5;/mil:5;/iter:20 + diff --git a/ZBaselines/SingleRelease/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group.txt b/ZBaselines/SingleRelease/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group.txt new file mode 100644 index 0000000000..67c3133c67 --- /dev/null +++ b/ZBaselines/SingleRelease/FastTreeBinaryClassification/FastTree-TrainTest-breast-cancer-group.txt @@ -0,0 +1,700 @@ +Instance Label Score Probability Log-loss Assigned +0 0 -9.42309 0.00891076 0.012913128393812673 0 +1 0 -0.780937254 0.4036045 0.74565874084578909 0 +2 0 -8.80709648 0.0120859956 0.017542630889672291 0 +3 0 -0.8294407 0.3977808 0.73163940393192184 0 +4 0 -9.42309 0.00891076 0.012913128393812673 0 +5 1 8.721046 0.9873894 0.018308958497793435 1 +6 0 -2.73920369 0.202684179 0.32677679825805495 0 +7 0 -9.42309 0.00891076 0.012913128393812673 0 +8 0 -8.48403549 0.014174738 0.020596143963457509 0 +9 0 -9.42309 0.00891076 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a/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs +++ b/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs @@ -441,7 +441,7 @@ public void FastTreeRegressionCategoricalSplitTest() Done(); } - [Fact(Skip = "Need CoreTLC specific baseline update")] + [Fact] [TestCategory("Binary")] [TestCategory("FastTree")] public void FastTreeBinaryClassificationNoOpGroupIdTest()