Table 1

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

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


Habib et al. BMC Genomics 2008 9(Suppl 1):S16   doi:10.1186/1471-2164-9-S1-S16

Open Data