Table 4 Performance metrics for disease classes on the PV dataset.

From: A fine tuned EfficientNet-B0 convolutional neural network for accurate and efficient classification of apple leaf diseases

Class/Category

Precision

Recall

F1 Score

Apple Scab

1.00

1.00

1.00

Apple Black Rot

1.00

1.00

1.00

Cedar Apple Rust

1.00

1.00

1.00

Apple Healthy

1.00

1.00

1.00

Background without leaves

0.99

1.00

1.00

Berry Healthy

1.00

1.00

1.00

Cherry Powdery Mildew

1.00

1.00

1.00

Cherry Healthy

1.00

1.00

1.00

Corn Gray Leaf Spot

0.94

0.96

0.95

Corn Common Rust

1.00

1.00

1.00

Corn Northern Leaf Blight

0.98

0.97

0.97

Corn Healthy

1.00

1.00

1.00

Grape Black Rot

1.00

1.00

1.00

Grape Esca

1.00

1.00

1.00

Grape Leaf Blight

1.00

1.00

1.00

Grape Healthy

1.00

1.00

1.00

Citrus Greening

1.00

1.00

1.00

Peach Bacterial Spot

1.00

1.00

1.00

Peach Healthy

1.00

1.00

1.00

Bell Pepper Bacterial Spot

1.00

1.00

1.00

Bell Pepper Healthy

1.00

1.00

1.00

Potato Early Blight

1.00

1.00

1.00

Potato Late Blight

1.00

1.00

1.00

Potato Healthy

1.00

0.93

0.97

Raspberry Healthy

1.00

1.00

1.00

Soybean Healthy

1.00

1.00

1.00

Squash Powdery Mildew

1.00

1.00

1.00

Strawberry Leaf Scorch

1.00

1.00

1.00

Strawberry Healthy

1.00

1.00

1.00

Tomato Bacterial Spot

1.00

1.00

1.00

Tomato Early Blight

0.99

1.00

1.00

Tomato Late Blight

1.00

0.99

1.00

Tomato Leaf Mold

0.99

1.00

0.99

Tomato Septoria Leaf Spot

0.99

1.00

1.00

Tomato Spider Mites

1.00

0.99

1.00

Tomato Target Spot

1.00

0.99

1.00

Tomato Yellow Leaf Curl Virus

1.00

1.00

1.00

Tomato Mosaic Virus

1.00

1.00

1.00

Tomato Healthy

1.00

0.99

1.00