Issue | #Downvotes for this reason | By |
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sklearn.pipeline.Pipeline(scale=sklearn.preprocessing.data.StandardScaler,p redict=hpo4svm.hpo.sklearn.HPOSVM)(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 |
hpo4svm.hpo.sklearn.HPOSVM(1)_options | [{"kernel_type": "rbf", "lb": {}, "n_cv": 10, "problem_type": "lssvm", "to_optimize": ["lmbda", "gamma"], "tol": 1e-06, "ub": {}}, {"kernel_type": "multi_rbf", "lb": {}, "n_cv": 10, "problem_type": "lssvm", "to_optimize": ["lmbda", "gamma"], "tol": 1e-06, "ub": {}}] |
hpo4svm.hpo.sklearn.HPOSVM(1)_params | {"gamma": 0.1, "lmbda": 1.0} |
sklearn.pipeline.Pipeline(scale=sklearn.preprocessing.data.StandardScaler,predict=hpo4svm.hpo.sklearn.HPOSVM)(1)_memory | null |
2.4344 ± 0.2825 Cross-validation details (10-fold Crossvalidation)
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2.623 ± 0.3396 Cross-validation details (10-fold Crossvalidation)
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345 Cross-validation details (10-fold Crossvalidation) |
0.9281 ± 0.0797 Cross-validation details (10-fold Crossvalidation)
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3.333 ± 0.5467 Cross-validation details (10-fold Crossvalidation)
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3.1156 ± 0.3872 Cross-validation details (10-fold Crossvalidation)
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0.9348 ± 0.1253 Cross-validation details (10-fold Crossvalidation)
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