| sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.Conditiona
lImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethres
hold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classif
ier=sklearn.svm.classes.SVC)(1) | Automatically created scikit-learn flow. |
| openmlstudy14.preprocessing.ConditionalImputer(2)_axis | 0 |
| openmlstudy14.preprocessing.ConditionalImputer(2)_categorical_features | [0, 1, 2, 3, 4, 5, 6, 7, 8] |
| openmlstudy14.preprocessing.ConditionalImputer(2)_copy | true |
| openmlstudy14.preprocessing.ConditionalImputer(2)_fill_empty | 0 |
| openmlstudy14.preprocessing.ConditionalImputer(2)_missing_values | "NaN" |
| openmlstudy14.preprocessing.ConditionalImputer(2)_strategy | "median" |
| openmlstudy14.preprocessing.ConditionalImputer(2)_strategy_nominal | "most_frequent" |
| openmlstudy14.preprocessing.ConditionalImputer(2)_verbose | 0 |
| sklearn.preprocessing.data.OneHotEncoder(7)_categorical_features | [0, 1, 2, 3, 4, 5, 6, 7, 8] |
| sklearn.preprocessing.data.OneHotEncoder(7)_dtype | {"oml-python:serialized_object": "type", "value": "np.float64"} |
| sklearn.preprocessing.data.OneHotEncoder(7)_handle_unknown | "ignore" |
| sklearn.preprocessing.data.OneHotEncoder(7)_n_values | "auto" |
| sklearn.preprocessing.data.OneHotEncoder(7)_sparse | false |
| sklearn.feature_selection.variance_threshold.VarianceThreshold(4)_threshold | 0.0 |
| sklearn.svm.classes.SVC(8)_C | 1.664338003042309 |
| sklearn.svm.classes.SVC(8)_cache_size | 200 |
| sklearn.svm.classes.SVC(8)_class_weight | null |
| sklearn.svm.classes.SVC(8)_coef0 | 0.40368265998860275 |
| sklearn.svm.classes.SVC(8)_decision_function_shape | null |
| sklearn.svm.classes.SVC(8)_degree | 3 |
| sklearn.svm.classes.SVC(8)_gamma | 5.685963884708371e-05 |
| sklearn.svm.classes.SVC(8)_kernel | "sigmoid" |
| sklearn.svm.classes.SVC(8)_max_iter | -1 |
| sklearn.svm.classes.SVC(8)_probability | true |
| sklearn.svm.classes.SVC(8)_random_state | 31019 |
| sklearn.svm.classes.SVC(8)_shrinking | false |
| sklearn.svm.classes.SVC(8)_tol | 2.6587935968351493e-05 |
| sklearn.svm.classes.SVC(8)_verbose | false |