Skip to main content

Table 3 Results achieved for the feature vectors extracted for all 10 physicochemical-based attributes for Gram-negative data set (in percentage %) for all 8 subcellular locations ((1) Cell inner membrane, (2) Cell outer membrane, (3) Cytoplasm, (4) Extracellular, (5) Fimbrium, (6) Flagellum, (7) Nucleoid, (8) Periplasm which are numbered from one to eight respectively).

From: Gram-positive and gram-negative subcellular localization using rotation forest and physicochemical-based features

Features

(1)

(2)

(3)

(4)

(5)

(6)

(7)

(8)

Overall

Comb_1

86.9

54.0

88.5

51.1

56.3

16.7

12.5

61.7

76.4

Comb_2

86.3

50.0

88.8

50.4

59.4

25.0

00.0

58.9

75.6

Comb_3

86.7

53.2

88.3

52.6

62.5

00.0

00.0

58.9

76.0

Comb_4

87.5

56.5

87.1

49.6

59.4

00.0

12.5

62.2

76.4

Comb_5

87.4

51.6

87.3

45.9

68.8

08.3

12.5

61.7

75.9

Comb_6

86.9

52.4

86.3

52.6

68.8

00.0

25.0

62.8

76.2

Comb_7

87.0

54.0

88.3

48.9

65.6

16.7

00.0

58.9

76.0

Comb_8

86.4

55.6

87.8

51.1

59.4

08.3

25.0

61.7

76.3

Comb_9

87.7

53.2

87.6

49.6

68.8

16.7

12.5

61.7

76.6

Comb_10

86.4

53.2

87.7

51.1

65.6

08.3

12.5

60.6

75.8