ServerRun 27418
Creatorganoyan
ProgramMoPe
Datasetneut_1.-.01
Task typeBinaryClassification
Created284d2h ago
Done! Flag_green
2m21s
447M
BinaryClassification
53s
0.488
41s
0.491
18s

Log file

===== MAIN: learn based on training data =====
=== START program1: ./run learn ../dataset2/train
../dataset2/train
Number of TrainExamples=82793 , Number of TrainFeatures=5934 , MaxTrainFeaturesId=5934
Positive examples=42376
Negative examples=40417
*************************
iterations=25
maxF1=0.677117	TP=42376	FP=40414	FN=0	TN=3

WallTime=52.36 sec

=== END program1: ./run learn ../dataset2/train --- OK [53s]

===== MAIN: predict/evaluate on train data =====
=== START program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in
=== END program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in --- OK [6s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
../program0/evalTrain.in
Number of TestExamples=82793 , Number of TestFeatures=5934 , MaxTestFeaturesId=5934
F1=0.999982	TP=82790	FN=3	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =99.9964
Precision                =100
Recall                   =99.9964
F(1)                     =99.9982
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =100
Average Precision        =100

WallTime=39.83 sec

=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [41s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [17s]

===== MAIN: predict/evaluate on test data =====
=== START program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in
=== END program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in --- OK [2s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
../program0/evalTest.in
Number of TestExamples=35483 , Number of TestFeatures=5934 , MaxTestFeaturesId=5934
F1=1	TP=35483	FN=0	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =100
Precision                =100
Recall                   =100
F(1)                     =100
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9972
Average Precision        =100

WallTime=17.63 sec

=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [18s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [7s]


real	2m24.853s
user	2m11.588s
sys	0m11.013s

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