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Table 3 The detailed evaluation of performance on an independent datasets of 707 animal and 179 fungi proteins

From: ESLpred2: improved method for predicting subcellular localization of eukaryotic proteins

 

Localizations

ESLpred2

BaCelLo*

LOCtree*

PLOC

MultiLoc

Animal independent dataset

Cytoplasm

54.8

54.0

38.2

23.4

60.6

 

Mitochondria

68.6

68.6

60.0

54.2

65.7

 

Nuclear

68.0

66.1

62.2

82.1

58.4

 

Extracellular

91.3

85.5

84.9

42.4

68

 

Overall Accuracy

71.2

68.6

63.0

59.7

61.5

 

Average Accuracy

70.7

68.5

61.3

50.5

63.2

 

Localizations

ESLpred2

BaCelLo*

LOCtree*

PLOC

MultiLoc

Fungi independent dataset

Cytoplasm

26.7

56.7

46.7

13.3

20.0

 

Mitochondria

90.9

100

63.6

45.5

72.7

 

Nuclear

88.5

66.4

66.4

87.7

54.9

 

Extracellular

100

93.8

81.3

62.5

75.0

 

Overall Accuracy

79.3

69.2

64.3

70.4

52.0

 

Average Accuracy

76.5

79.2

64.3

52.3

55.7

  1. *The values are obtained from reference 18