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Table 4 Classification performance (sensitivity) (in %) on Reinhardt and Hubbard's dataset [14]; NF-CV: Results are given by N-fold cross validation. LOO-CV: Results are given by leave one out cross validation test. ID: Results are given by directly testing entire dataset, without any training on this dataset.

From: pSLIP: SVM based protein subcellular localization prediction using multiple physicochemical properties

Subcellular

R&H

SubLoc

Esub8

ESLpred

pSLIP

Location

NF-CV

LOO-CV

LOO-CV

NF-CV

ID

Cytoplasmic

55

76.9

80

85.2

75.9

Extracellular

75

80

86.5

88.9

76.3

Mitochondrial

61

56.7

67.6

68.2

85.3

Nuclear

72

87.4

91.2

95.3

84.2

TA

66.0

79.4

84.14

88.0

81.0

LA

65.8

75.3

81.3

84.4

80.4