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Table 2 Best estimate of accuracy.

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

Dataset

W A,S

W R,S

Superior method

BRN

94.3%, α = 0.6

94.0%, ρ = 0.9

W A,S

BRN14

94.7%, α = 0.33

94.5%, ρ = 0.6

W A,S

GCM

80.2%, α = 0.4

80.2%, ρ = 0.5

Equal

NCI60

68.0%, α = 0.1

68.0%, ρ =0.6

Equal

PDL

98.4%, α =0.5

98.3%, ρ =1

W A,S

Lung

94.1%, α =0.4

93.8%, ρ =0.8

W A,S

SRBC

98.9%, α =0.73

98.9%, ρ =0.85

Equal

MLL

98.3%, α =0.3

97.9%, ρ =0.45

W A,S

AML/ALL

97.5%, α =0.5

97.1%, ρ =0.7

W A,S

  1. Best estimate of accuracy from the W A,S and the W R,S scoring methods, obtained at P = Pmax, followed by the corresponding value of the DDP.