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Table 1 Performance comparison of accuracies with various values of gamma (γ) parameter used in RBF kernel in SVM.

From: Supervised learning method for the prediction of subcellular localization of proteins using amino acid and amino acid pair composition

Location

γ=0.002, C=1000

γ=0.01, C=1000

γ=0.03, C=1000

γ=0.1, C=1000

Chloroplast

80.18

82.10

82.47

83.32

Golgi

71.69

73.58

73.86

74.16

Vacuole

65.83

65.66

66.54

69.70

Lysosome

75.43

72.70

73.73

77.22

Peroxisome

74.63

73.86

73.87

75.76

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BMC Genomics

ISSN: 1471-2164

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