Table 8 The overall performance of different classifiers with ResNet50.
From: An AI-powered smart Agribot for detecting locusts in farmlands using IoT and deep learning
Classifiers | A | P | R | F1 |
|---|---|---|---|---|
SVC | 99.50 | 99.52 | 99.47 | 99.50 |
RF | 98.99 | 99.06 | 98.95 | 98.99 |
DT | 96.48 | 96.58 | 96.41 | 96.47 |
NB | 97.99 | 97.99 | 97.99 | 97.99 |
XGB | 97.49 | 97.51 | 97.46 | 97.48 |
KNC | 98.49 | 98.47 | 98.51 | 98.49 |
LR | 98.99 | 98.99 | 98.99 | 98.99 |
