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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