Hyperparameter search space for proposed model
| Parameter | Type | Search range/Options |
|---|---|---|
| C | Log-uniform | 10–3 – 103 |
| Kernel | Categorical | linear, poly, rbf, sigmoid |
| Gamma | Categorical | scale, auto |
| Degree | Integer | 2–5 |
| Class_weight | Computed | Inversely proportional to class frequency |
| Probability | Fixed | True |
| Random_state | Fixed | 42 |
| Parameter | Type | Search range/Options |
|---|---|---|
| C | Log-uniform | 10–3 – 103 |
| Kernel | Categorical | linear, poly, rbf, sigmoid |
| Gamma | Categorical | scale, auto |
| Degree | Integer | 2–5 |
| Class_weight | Computed | Inversely proportional to class frequency |
| Probability | Fixed | True |
| Random_state | Fixed | 42 |
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