| Issue | #Downvotes for this reason | By |
|---|
| sklearn.pipeline.Pipeline(missing=sklearn.impute.SimpleImputer,scale=sklear n.preprocessing.data.StandardScaler,predict=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": {"lmbda": 1e-05}, "n_cv": 5, "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(missing=sklearn.impute.SimpleImputer,scale=sklearn.preprocessing.data.StandardScaler,predict=hpo4svm.hpo.sklearn.HPOSVM)(1)_memory | null |
| 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 |
0.5776 ± 0.154 Cross-validation details (10-fold Crossvalidation)
|
0.8544 ± 0.2432 Cross-validation details (10-fold Crossvalidation)
|
92 Cross-validation details (10-fold Crossvalidation) |
0.676 ± 0.1678 Cross-validation details (10-fold Crossvalidation)
|
1.121 ± 0.3201 Cross-validation details (10-fold Crossvalidation)
|
0.7891 ± 0.2114 Cross-validation details (10-fold Crossvalidation)
|
0.7039 ± 0.1419 Cross-validation details (10-fold Crossvalidation)
|