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train.log
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train.log
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Scanning examples...done
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(127928 examples read)
Setting default regularization parameter C=0.0000
Optimizing............................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................done. (509 iterations)
Optimization finished (37 misclassified, maxdiff=0.00080).
Runtime in cpu-seconds: 3.79
Number of SV: 360 (including 299 at upper bound)
L1 loss: loss=139.57997
Norm of weight vector: |w|=0.05490
Norm of longest example vector: |x|=645.68283
Estimated VCdim of classifier: VCdim<=1257.57912
Computing XiAlpha-estimates...done
Runtime for XiAlpha-estimates in cpu-seconds: 0.08
XiAlpha-estimate of the error: error<=0.27% (rho=1.00,depth=0)
XiAlpha-estimate of the recall: recall=>56.85% (rho=1.00,depth=0)
XiAlpha-estimate of the precision: precision=>55.45% (rho=1.00,depth=0)
Number of kernel evaluations: 1308300
Writing model file...done