Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass gene expression data

Table 5 Comparing the W_A,Sand the W_R,Sscoring methods through statistical tests.

A is the number of times the null hypothesis that the W_R,Sscoring method is as good as the W_A,Sscoring method is rejected in favour of the W_A,Sscoring method (binomial test). C is the number of times that the right-sided p-value associated with the Wilcoxon signed rank test statistic is below the significance level of 0.05. The maximum values of A and C are both P_max-1.

ISSN: 1471-2105