Roland Szabo edited experiments.tex  almost 10 years ago

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Table Z contains the confusion matrix for the best experiment on the character recognition problem.  Table W contains the confusion matrix for the best experiment on the character segmentation problem.  \subsection{Analysis of experiments}  For the character recognition problem, using a RBF kernel SVM resulted in a 91\% \plusminus 0.126 error rate in the best case, using a value of 100 for the regularization rate, while using a linear kernel yielded 90.490\% \plusminus 0.097 as its best result, for the value of 1 for the regularization rate. Using a RBF kernel seems to be better.