Issue | #Downvotes for this reason | By |
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sklearn.pipeline.Pipeline(missing=sklearn.impute.SimpleImputer,scale=sklear n.preprocessing.data.StandardScaler,predict=hpo4svm.hpo.SVR)(1) | Automatically created scikit-learn flow. |
sklearn.preprocessing.data.StandardScaler(18)_copy | true |
sklearn.preprocessing.data.StandardScaler(18)_with_mean | true |
sklearn.preprocessing.data.StandardScaler(18)_with_std | true |
sklearn.impute.SimpleImputer(3)_copy | true |
sklearn.impute.SimpleImputer(3)_fill_value | null |
sklearn.impute.SimpleImputer(3)_missing_values | NaN |
sklearn.impute.SimpleImputer(3)_strategy | "mean" |
sklearn.impute.SimpleImputer(3)_verbose | 0 |
sklearn.pipeline.Pipeline(missing=sklearn.impute.SimpleImputer,scale=sklearn.preprocessing.data.StandardScaler,predict=hpo4svm.hpo.SVR)(1)_memory | null |
hpo4svm.hpo.SVR(1)_options | [{"kernel_type": "rbf", "lb": {"lmbda": 1e-06}, "n_cv": 5, "problem_type": "lssvm", "to_optimize": ["lmbda", "gamma"], "tol": 1e-06, "ub": {}}] |
hpo4svm.hpo.SVR(1)_params | {"gamma": 0.1, "lmbda": 1.0} |
0.0555 ± 0.0348 Cross-validation details (10-fold Crossvalidation)
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0.0963 ± 0.0345 Cross-validation details (10-fold Crossvalidation)
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74 Cross-validation details (10-fold Crossvalidation) |
0.5765 ± 0.5682 Cross-validation details (10-fold Crossvalidation)
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0.1274 ± 0.0501 Cross-validation details (10-fold Crossvalidation)
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0.1018 ± 0.0633 Cross-validation details (10-fold Crossvalidation)
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0.7987 ± 0.783 Cross-validation details (10-fold Crossvalidation)
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