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Table 4 Overall comparison of the W A,S and the W R,S scoring methods.

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

Dataset Superior method based on best estimate of accuracy Superior method based on range of class accuracies Overall superior method
BRN W A,S Equal W A,S
BRN14 W A,S W R,S Undecided
GCM Equal W A,S W A,S
NCI60 Equal W A,S W A,S
PDL W A,S W A,S W A,S
Lung W A,S W R,S Undecided
SRBC Equal Equal Equal
MLL W A,S W A,S W A,S
AML/ALL W A,S W A,S W A,S
  1. Comparing the W A,S and the W R,S scoring methods through both best estimate of accuracy and range of class accuracies.