ServerRun 30593
Creatorganoyan
ProgramMoPe
Datasett18
Task typeBinaryClassification
Created3y226d ago
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Done! Flag_green
1s
19M
BinaryClassification
1s
0.272
0s
0.415
0s

Log file

===== MAIN: learn based on training data =====
=== START program1: ./run learn ../dataset2/train
../dataset2/train
Number of TrainExamples=151 , Number of TrainFeatures=307 , MaxTrainFeaturesId=307
Positive examples=99
Negative examples=52
*************************
iterations=25
maxF1=0.79803	TP=81	FP=23	FN=18	TN=29

WallTime=0.22 sec

=== END program1: ./run learn ../dataset2/train --- OK [1s]

===== 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 [0s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
../program0/evalTrain.in
Number of TestExamples=151 , Number of TestFeatures=307 , MaxTestFeaturesId=307
F1=0.815686	TP=104	FN=47	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =68.8742
Precision                =100
Recall                   =68.8742
F(1)                     =81.5686
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =100
Average Precision        =100

WallTime=0.13 sec

=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [0s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [0s]

===== 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 [0s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
../program0/evalTest.in
Number of TestExamples=65 , Number of TestFeatures=307 , MaxTestFeaturesId=307
F1=0.785047	TP=42	FN=23	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =64.6154
Precision                =100
Recall                   =64.6154
F(1)                     =78.5047
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =100
Average Precision        =100

WallTime=0.03 sec

=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [0s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [1s]


real	0m1.593s
user	0m1.068s
sys	0m0.444s

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