Table 13 The overall performance of different classifiers with ResNet50 with ABC + SVC feature selector.
From: An AI-powered smart Agribot for detecting locusts in farmlands using IoT and deep learning
Classifiers | A | P | R | F1 |
|---|---|---|---|---|
SVC | 99.00 | 99.01 | 99.01 | 99.00 |
RF | 98.49 | 98.51 | 98.51 | 98.49 |
DT | 93.97 | 94.21 | 94.03 | 93.97 |
NB | 96.98 | 97.02 | 96.97 | 96.98 |
XGB | 98.99 | 99.00 | 99.01 | 98.99 |
KNC | 98.49 | 98.51 | 98.51 | 98.49 |
LR | 98.99 | 99.00 | 99.01 | 98.99 |
