Table 7 F1-Score analysis.
Epochs | LR | RF | RNN | LSTM | InceptionV3 | Proposed model |
|---|---|---|---|---|---|---|
50 | 72.2 | 80.9 | 88.6 | 91.2 | 92.1 | 93.8 |
100 | 74.7 | 81.3 | 85.1 | 88.7 | 89.7 | 94.9 |
150 | 78.4 | 80.8 | 86.6 | 87.6 | 92.4 | 95.2 |
200 | 80.5 | 81.3 | 88.1 | 90.6 | 93.6 | 96.11 |
Epochs | LR | RF | RNN | LSTM | InceptionV3 | Proposed model |
|---|---|---|---|---|---|---|
50 | 72.2 | 80.9 | 88.6 | 91.2 | 92.1 | 93.8 |
100 | 74.7 | 81.3 | 85.1 | 88.7 | 89.7 | 94.9 |
150 | 78.4 | 80.8 | 86.6 | 87.6 | 92.4 | 95.2 |
200 | 80.5 | 81.3 | 88.1 | 90.6 | 93.6 | 96.11 |