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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.