ServerRun 39211
Creatorchuertas
ProgramMoPe
DatasetOt Products
Task typeBinaryClassification
Created2y210d ago
Done! Flag_green
1m27s
79M
MulticlassClassification
37s
0.969
32s
0.969
14s

Log file

... (lines omitted) ...
maxF1=0.400186	TP=1719	FP=4895	FN=258	TN=36443

WallTime=3.19 sec

=== END _one-vs-all-learner7: ./run learn ../data7 --- OK [4s]

===== One versus all: training label y=8 versus the rest =====
=== START _one-vs-all-learner8: ./run learn ../data8
../data8
Number of TrainExamples=43315 , Number of TrainFeatures=93 , MaxTrainFeaturesId=93
Positive examples=5957
Negative examples=37358
*************************
iterations=25
maxF1=0.856596	TP=5367	FP=1207	FN=590	TN=36151

WallTime=2.99 sec

=== END _one-vs-all-learner8: ./run learn ../data8 --- OK [3s]

===== One versus all: training label y=9 versus the rest =====
=== START _one-vs-all-learner9: ./run learn ../data9
../data9
Number of TrainExamples=43315 , Number of TrainFeatures=93 , MaxTrainFeaturesId=93
Positive examples=3488
Negative examples=39827
*************************
iterations=25
maxF1=0.818331	TP=2991	FP=831	FN=497	TN=38996

WallTime=2.99 sec

=== END _one-vs-all-learner9: ./run learn ../data9 --- OK [3s]

=== END program1: ./run learn ../dataset3/train --- OK [37s]

===== MAIN: predict/evaluate on train data =====
=== START program4: ./run stripLabels ../dataset3/train ../program0/evalTrain.in
=== END program4: ./run stripLabels ../dataset3/train ../program0/evalTrain.in --- OK [1s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
=== START _one-vs-all-learner1: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y1
../../program0/evalTrain.in
Number of TestExamples=43315 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.175788	TP=4174	FN=39141	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =9.63638
Precision                =100
Recall                   =9.63638
F(1)                     =17.5788
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9861
Average Precision        =100

WallTime=2.93 sec

=== END _one-vs-all-learner1: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y1 --- OK [3s]
=== START _one-vs-all-learner2: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y2
../../program0/evalTrain.in
Number of TestExamples=43315 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.512279	TP=14915	FN=28400	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =34.4338
Precision                =100
Recall                   =34.4338
F(1)                     =51.2279
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9861
Average Precision        =100

WallTime=2.79 sec

=== END _one-vs-all-learner2: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y2 --- OK [4s]
=== START _one-vs-all-learner3: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y3
../../program0/evalTrain.in
Number of TestExamples=43315 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.351098	TP=9223	FN=34092	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =21.2929
Precision                =100
Recall                   =21.2929
F(1)                     =35.1098
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9861
Average Precision        =100

WallTime=2.78 sec

=== END _one-vs-all-learner3: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y3 --- OK [3s]
=== START _one-vs-all-learner4: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y4
../../program0/evalTrain.in
Number of TestExamples=43315 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.279273	TP=7030	FN=36285	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =16.2299
Precision                =100
Recall                   =16.2299
F(1)                     =27.9273
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9861
Average Precision        =100

WallTime=2.79 sec

=== END _one-vs-all-learner4: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y4 --- OK [3s]
=== START _one-vs-all-learner5: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y5
../../program0/evalTrain.in
Number of TestExamples=43315 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.114977	TP=2642	FN=40673	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =6.0995
Precision                =100
Recall                   =6.0995
F(1)                     =11.4977
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9861
Average Precision        =100

WallTime=2.80 sec

=== END _one-vs-all-learner5: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y5 --- OK [4s]
=== START _one-vs-all-learner6: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y6
../../program0/evalTrain.in
Number of TestExamples=43315 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.420947	TP=11547	FN=31768	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =26.6582
Precision                =100
Recall                   =26.6582
F(1)                     =42.0947
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9861
Average Precision        =100

WallTime=2.78 sec

=== END _one-vs-all-learner6: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y6 --- OK [3s]
=== START _one-vs-all-learner7: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y7
../../program0/evalTrain.in
Number of TestExamples=43315 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.264936	TP=6614	FN=36701	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =15.2695
Precision                =100
Recall                   =15.2695
F(1)                     =26.4936
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9861
Average Precision        =100

WallTime=2.90 sec

=== END _one-vs-all-learner7: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y7 --- OK [3s]
=== START _one-vs-all-learner8: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y8
../../program0/evalTrain.in
Number of TestExamples=43315 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.263545	TP=6574	FN=36741	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =15.1772
Precision                =100
Recall                   =15.1772
F(1)                     =26.3545
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9861
Average Precision        =100

WallTime=2.76 sec

=== END _one-vs-all-learner8: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y8 --- OK [4s]
=== START _one-vs-all-learner9: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y9
../../program0/evalTrain.in
Number of TestExamples=43315 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.162166	TP=3822	FN=39493	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =8.82373
Precision                =100
Recall                   =8.82373
F(1)                     =16.2166
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9861
Average Precision        =100

WallTime=2.84 sec

=== END _one-vs-all-learner9: ./run predict ../../program0/evalTrain.in ../../program0/evalTrain.out-y9 --- OK [3s]
43315 examples
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [32s]
=== START program5: ./run evaluate ../dataset3/train ../program0/evalTrain.out
=== END program5: ./run evaluate ../dataset3/train ../program0/evalTrain.out --- OK [2s]

===== MAIN: predict/evaluate on test data =====
=== START program4: ./run stripLabels ../dataset3/test ../program0/evalTest.in
=== END program4: ./run stripLabels ../dataset3/test ../program0/evalTest.in --- OK [1s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
=== START _one-vs-all-learner1: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y1
../../program0/evalTest.in
Number of TestExamples=18563 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.173383	TP=1762	FN=16801	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =9.492
Precision                =100
Recall                   =9.492
F(1)                     =17.3383
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9946
Average Precision        =100

WallTime=1.27 sec

=== END _one-vs-all-learner1: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y1 --- OK [1s]
=== START _one-vs-all-learner2: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y2
../../program0/evalTest.in
Number of TestExamples=18563 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.515613	TP=6448	FN=12115	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =34.7358
Precision                =100
Recall                   =34.7358
F(1)                     =51.5613
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9946
Average Precision        =100

WallTime=1.27 sec

=== END _one-vs-all-learner2: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y2 --- OK [2s]
=== START _one-vs-all-learner3: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y3
../../program0/evalTest.in
Number of TestExamples=18563 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.354125	TP=3994	FN=14569	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =21.5159
Precision                =100
Recall                   =21.5159
F(1)                     =35.4125
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9946
Average Precision        =100

WallTime=1.21 sec

=== END _one-vs-all-learner3: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y3 --- OK [1s]
=== START _one-vs-all-learner4: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y4
../../program0/evalTest.in
Number of TestExamples=18563 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.276496	TP=2978	FN=15585	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =16.0427
Precision                =100
Recall                   =16.0427
F(1)                     =27.6496
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9946
Average Precision        =100

WallTime=1.27 sec

=== END _one-vs-all-learner4: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y4 --- OK [2s]
=== START _one-vs-all-learner5: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y5
../../program0/evalTest.in
Number of TestExamples=18563 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.122579	TP=1212	FN=17351	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =6.52912
Precision                =100
Recall                   =6.52912
F(1)                     =12.2579
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9946
Average Precision        =100

WallTime=1.27 sec

=== END _one-vs-all-learner5: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y5 --- OK [1s]
=== START _one-vs-all-learner6: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y6
../../program0/evalTest.in
Number of TestExamples=18563 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.419228	TP=4923	FN=13640	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =26.5205
Precision                =100
Recall                   =26.5205
F(1)                     =41.9228
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9946
Average Precision        =100

WallTime=1.27 sec

=== END _one-vs-all-learner6: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y6 --- OK [2s]
=== START _one-vs-all-learner7: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y7
../../program0/evalTest.in
Number of TestExamples=18563 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.263436	TP=2816	FN=15747	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =15.17
Precision                =100
Recall                   =15.17
F(1)                     =26.3436
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9946
Average Precision        =100

WallTime=1.20 sec

=== END _one-vs-all-learner7: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y7 --- OK [1s]
=== START _one-vs-all-learner8: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y8
../../program0/evalTest.in
Number of TestExamples=18563 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.264978	TP=2835	FN=15728	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =15.2723
Precision                =100
Recall                   =15.2723
F(1)                     =26.4978
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9946
Average Precision        =100

WallTime=1.21 sec

=== END _one-vs-all-learner8: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y8 --- OK [2s]
=== START _one-vs-all-learner9: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y9
../../program0/evalTest.in
Number of TestExamples=18563 , Number of TestFeatures=93 , MaxTestFeaturesId=93
F1=0.160167	TP=1616	FN=16947	FP=0	TN=0

	Detailed Evaluation
---------------------------------------
Accuracy                 =8.70549
Precision                =100
Recall                   =8.70549
F(1)                     =16.0167
BEP (PR break even point)=0
Area Under ROC Curve     =-nan
Area Under PR Curve      =99.9946
Average Precision        =100

WallTime=1.34 sec

=== END _one-vs-all-learner9: ./run predict ../../program0/evalTest.in ../../program0/evalTest.out-y9 --- OK [1s]
18563 examples
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [14s]
=== START program5: ./run evaluate ../dataset3/test ../program0/evalTest.out
=== END program5: ./run evaluate ../dataset3/test ../program0/evalTest.out --- OK [1s]


real	1m28.518s
user	1m18.677s
sys	0m7.804s

Run specification Arrow_right
Results Arrow_right


Comments:


Must be logged in to post comments.