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authorPatrick Simianer <p@simianer.de>2014-06-14 16:46:27 +0200
committerPatrick Simianer <p@simianer.de>2014-06-14 16:46:27 +0200
commit26c490f404731d053a6205719b6246502c07b449 (patch)
tree3aa721098f1251dfbf2249ecd2736434c13b1d48 /data/iris/svm_light/versicolor.learnout
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+Scanning examples...done
+Reading examples into memory...100..OK. (150 examples read)
+Setting default regularization parameter C=0.0162
+Optimizing.........................................................................done. (74 iterations)
+Optimization finished (50 misclassified, maxdiff=0.00038).
+Runtime in cpu-seconds: 0.00
+Number of SV: 101 (including 99 at upper bound)
+L1 loss: loss=99.35495
+Norm of weight vector: |w|=0.10241
+Norm of longest example vector: |x|=11.11126
+Estimated VCdim of classifier: VCdim<=2.24751
+Computing XiAlpha-estimates...done
+Runtime for XiAlpha-estimates in cpu-seconds: 0.00
+XiAlpha-estimate of the error: error<=66.67% (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: 2578
+Writing model file...done