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| Hyperparameter | Value |
|---|---|
| memory | |
| steps | [('scaler', StandardScaler()), ('svm', SGDClassifier())] |
| verbose | False |
| scaler | StandardScaler() |
| svm | SGDClassifier() |
| scaler__copy | True |
| scaler__with_mean | True |
| scaler__with_std | True |
| svm__alpha | 0.0001 |
| svm__average | False |
| svm__class_weight | |
| svm__early_stopping | False |
| svm__epsilon | 0.1 |
| svm__eta0 | 0.0 |
| svm__fit_intercept | True |
| svm__l1_ratio | 0.15 |
| svm__learning_rate | optimal |
| svm__loss | hinge |
| svm__max_iter | 1000 |
| svm__n_iter_no_change | 5 |
| svm__n_jobs | |
| svm__penalty | l2 |
| svm__power_t | 0.5 |
| svm__random_state | |
| svm__shuffle | True |
| svm__tol | 0.001 |
| svm__validation_fraction | 0.1 |
| svm__verbose | 0 |
| svm__warm_start | False |
| Metric | Value |
|---|---|
| accuracy | 0.818417 |
| f1 score | 0.696351 |
| precision | 0.752674 |
| recall | 0.647871 |
[More Information Needed]