Table 6 The overall performance of different classifiers with VGG19.
From: An AI-powered smart Agribot for detecting locusts in farmlands using IoT and deep learning
Classifiers | A | P | R | F1 |
|---|---|---|---|---|
SVC | 96.00 | 95.99 | 96.03 | 96.00 |
RF | 96.50 | 96.51 | 96.48 | 96.50 |
DT | 92.50 | 92.49 | 92.51 | 92.50 |
NB | 91.50 | 91.49 | 91.51 | 91.49 |
XGB | 97.00 | 97.00 | 97.00 | 97.00 |
KNC | 92.50 | 93.14 | 92.33 | 92.45 |
LR | 98.00 | 97.99 | 98.03 | 98.00 |
