Run
6209282

Run 6209282

Task 3950 (Supervised Classification) musk Uploaded 27-08-2017 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • openml-pimp openml-python Sklearn_0.18.1.
Issue #Downvotes for this reason By


Flow

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)_axis0
openmlstudy14.preprocessing.ConditionalImputer(2)_categorical_features[0]
openmlstudy14.preprocessing.ConditionalImputer(2)_copytrue
openmlstudy14.preprocessing.ConditionalImputer(2)_fill_empty0
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)_verbose0
sklearn.preprocessing.data.OneHotEncoder(7)_categorical_features[0]
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)_sparsetrue
sklearn.feature_selection.variance_threshold.VarianceThreshold(4)_threshold0.0
sklearn.svm.classes.SVC(8)_C531.1086187152406
sklearn.svm.classes.SVC(8)_cache_size200
sklearn.svm.classes.SVC(8)_class_weightnull
sklearn.svm.classes.SVC(8)_coef00.0
sklearn.svm.classes.SVC(8)_decision_function_shapenull
sklearn.svm.classes.SVC(8)_degree3
sklearn.svm.classes.SVC(8)_gamma0.0018228674577296824
sklearn.svm.classes.SVC(8)_kernel"rbf"
sklearn.svm.classes.SVC(8)_max_iter-1
sklearn.svm.classes.SVC(8)_probabilitytrue
sklearn.svm.classes.SVC(8)_random_state46652
sklearn.svm.classes.SVC(8)_shrinkingfalse
sklearn.svm.classes.SVC(8)_tol0.023780052975930464
sklearn.svm.classes.SVC(8)_verbosefalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

0.7583 ± 0.0157
Per class
Cross-validation details (10-fold Crossvalidation)
0.8899 ± 0.0094
Per class
Cross-validation details (10-fold Crossvalidation)
0.5292 ± 0.0428
Cross-validation details (10-fold Crossvalidation)
2649.8979 ± 17.6153
Cross-validation details (10-fold Crossvalidation)
0.1573 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
0.2608 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
6598
Per class
Cross-validation details (10-fold Crossvalidation)
0.9165 ± 0.005
Per class
Cross-validation details (10-fold Crossvalidation)
0.9074 ± 0.0062
Cross-validation details (10-fold Crossvalidation)
0.6204
Cross-validation details (10-fold Crossvalidation)
0.9074 ± 0.0062
Per class
Cross-validation details (10-fold Crossvalidation)
0.603 ± 0.0208
Cross-validation details (10-fold Crossvalidation)
0.3611 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
0.2854 ± 0.0085
Cross-validation details (10-fold Crossvalidation)
0.7905 ± 0.0235
Cross-validation details (10-fold Crossvalidation)