Table 3 Custard Apple Leaf and Fruit- Performance 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

0.745

0.745

0.745

0.745

0.845

0.69

kNN

0.986

0.986

0.986

0.986

0.999

0.982

RF

0.874

0.874

0.874

0.873

0.979

0.847

SVM

0.858

0.865

0.858

0.856

0.981

0.83

DT

0.756

0.756

0.756

0.756

0.835

0.704

VGG19

AdaBoost

0.761

0.761

0.761

0.761

0.854

0.709

kNN

0.991

0.991

0.991

0.991

0.999

0.99

RF

0.903

0.904

0.903

0.903

0.987

0.883

SVM

0.953

0.954

0.953

0.953

0.997

0.943

DT

0.765

0.765

0.765

0.765

0.852

0.715

  1. Significant values are in bold.