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Table 2 Comparison of MRMR+SVM and ANMM4CBR on GCM data.

From: ANMM4CBR: a case-based reasoning method for gene expression data classification

s/T

10/86

20/157

30/209

40/243

50/259

SVM+MRMR

51.0 ± 3.7

60.3 ± 4.0

61.8 ± 2.4

64.8 ± 4.5

67.8 ± 3.5

ANMM4CBR

62.7 ± 4.8

66.1 ± 2.4

67.9 ± 3.5

69.1 ± 1.9

70.0 ± 2.9

  1. s is the number of genes in each binary SVM classifier, and T indicates the total number of different genes, i.e. the gene number for ANMM4CBR. In each situation the higher accuracy is labeled as black.