Table 4 Fig Leaf – Performace Measures.

From: Advancing plant leaf disease detection integrating machine learning and deep learning

DL Approach

ML Methods

Accuracy

Precision

Recall

F1

AUC

MCC

Inception v3

AdaBoost

0.772

0.772

0.772

0.772

0.767

0.532

kNN

0.863

0.863

0.863

0.862

0.935

0.717

RF

0.822

0.822

0.822

0.822

0.912

0.634

SVM

0.848

0.848

0.848

0.847

0.922

0.686

DT

0.79

0.789

0.79

0.79

0.723

0.567

VGG19

AdaBoost

0.776

0.776

0.776

0.776

0.77

0.54

kNN

0.865

0.865

0.865

0.865

0.933

0.722

RF

0.826

0.826

0.826

0.826

0.91

0.642

SVM

0.76

0.759

0.76

0.759

0.841

0.503

DT

0.781

0.78

0.781

0.78

0.732

0.547

  1. Significant values are in bold.