Table 12 The overall performance of different classifiers with VGG19 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 | 99.00 | 99.01 | 99.01 | 99.00 |
DT | 94.50 | 94.55 | 94.48 | 94.50 |
NB | 97.00 | 97.00 | 97.00 | 97.00 |
XGB | 98.00 | 98.06 | 98.02 | 98.00 |
KNC | 96.00 | 96.26 | 96.04 | 96.00 |
LR | 99.51 | 99.50 | 99.50 | 99.50 |
