Skip to main content

Table 11 Proposed classification results for grapes leaf blight

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 0.110 88.95 88.90 91.0 11.1 88.9
Q-SVM 0.081 92.10 91.85 88.1 8.1 91.9
C-SVM 0.066 93.40 93.30 91.0 6.7 93.3
QDA 0.089 92.0 90.30 80.6 9.6 90.4
F-KNN 0.083 90.60 90.35 86.6 9.6 90.4
W-KNN 0.073 91.45 91.10 86.6 8.9 91.1
EBT 0.10 89.8 89.6 86.6 10.4 89.6
ESDA 0.074 92.95 92.60 88.1 7.4 92.6
M-SVM 96.30 96.30 96.30 97.0 3.7 96.3
  1. The bold values indicate best results