ServerRun 7759
Creatorinternal
Programsvmlight-linear
Datasetsft2
Task typeBinaryClassification
Created31d15h ago
Done! Flag_green
1s
0B
BinaryClassification
0s
0.089
0s
0.077
0s

Log file

===== MAIN: learn based on training data =====
=== START program1: ./run learn ../dataset2/train
Scanning examples...done
Reading examples into memory...100..200..300..400..500..600..700..OK. (700 examples read)
Setting default regularization parameter C=0.0043
Optimizing.......................................................................................................done. (104 iterations)
Optimization finished (62 misclassified, maxdiff=0.00099).
Runtime in cpu-seconds: 0.02
Number of SV: 131 (including 120 at upper bound)
L1 loss: loss=124.01356
Norm of weight vector: |w|=0.00626
Norm of longest example vector: |x|=19.77739
Estimated VCdim of classifier: VCdim<=1.01534
Computing XiAlpha-estimates...done
Runtime for XiAlpha-estimates in cpu-seconds: 0.00
XiAlpha-estimate of the error: error<=17.43% (rho=1.00,depth=0)
XiAlpha-estimate of the recall: recall=>0.00% (rho=1.00,depth=0)
XiAlpha-estimate of the precision: precision=>0.00% (rho=1.00,depth=0)
Number of kernel evaluations: 8468
Writing model file...done
=== END program1: ./run learn ../dataset2/train --- OK [0s]

===== 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
Reading model...OK. (131 support vectors read)
Classifying test examples..100..200..300..400..500..600..700..done
Runtime (without IO) in cpu-seconds: 0.00
=== 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 [1s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
Reading model...OK. (131 support vectors read)
Classifying test examples..100..200..300..done
Runtime (without IO) in cpu-seconds: 0.00
=== 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 [0s]


real	0m0.946s
user	0m0.348s
sys	0m0.068s

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