Skip to main content

Table 5 Proposed feature selection results of apple scab disease

From: A probabilistic segmentation and entropy-rank correlation-based feature selection approach for the recognition of fruit diseases

Method

FPR

Precision (%)

Sensitivity (%)

Specificity (%)

FNR (%)

Accuracy (%)

DT

0.136

86.70

86.4

92.0

13.7

86.3

Q-SVM

0.078

92.15

92.1

92.0

7.8

92.2

C-SVM

0.098

90.30

90.15

88.0

9.8

90.2

QDA

0.098

90.30

90.1

88.0

9.8

90.2

F-KNN

0.176

82.40

82.3

80.0

17.6

82.4

W-KNN

0.078

92.15

92.1

92.0

7.8

92.2

EBT

0.07

92.35

92.2

96.0

7.8

92.2

ESDA

0.116

88.45

88.3

92.0

11.8

88.2

M-SVM

0.039

96.10

96.1

96.2

2.9

97.1

  1. The bold values indicate best results