Open Access
Table 4
Performance metrics for different models evaluated on the dataset.
| Model | Class | F1 Score | Precision | Recall | Accuracy |
|---|---|---|---|---|---|
| SGD | NOT ISO | 0.9864 | 0.9903 | 0.9825 | 0.9819 |
| ISO | 0.9731 | 0.9655 | 0.9808 | ||
| RF | NOT ISO | 0.9981 | 0.9973 | 0.9988 | 0.9974 |
| ISO | 0.9961 | 0.9976 | 0.9946 | ||
| GBM | NOT ISO | 0.9990 | 0.9987 | 0.9993 | 0.9987 |
| ISO | 0.9980 | 0.9986 | 0.9974 | ||
| NN | NOT ISO | 0.9884 | 0.9910 | 0.9858 | 0.9845 |
| ISO | 0.9770 | 0.9719 | 0.9821 | ||
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