Run
6051123

Run 6051123

Task 9986 (Supervised Classification) gas-drift Uploaded 27-07-2017 by Jan van Rijn
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  • 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[]
openmlstudy14.preprocessing.ConditionalImputer(2)_copytrue
openmlstudy14.preprocessing.ConditionalImputer(2)_fill_empty0
openmlstudy14.preprocessing.ConditionalImputer(2)_missing_values"NaN"
openmlstudy14.preprocessing.ConditionalImputer(2)_strategy"mean"
openmlstudy14.preprocessing.ConditionalImputer(2)_strategy_nominal"most_frequent"
openmlstudy14.preprocessing.ConditionalImputer(2)_verbose0
sklearn.preprocessing.data.OneHotEncoder(7)_categorical_features[]
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)_C10204.659420319853
sklearn.svm.classes.SVC(8)_cache_size200
sklearn.svm.classes.SVC(8)_class_weightnull
sklearn.svm.classes.SVC(8)_coef0-0.2635683060250986
sklearn.svm.classes.SVC(8)_decision_function_shapenull
sklearn.svm.classes.SVC(8)_degree3
sklearn.svm.classes.SVC(8)_gamma0.0001776713078476536
sklearn.svm.classes.SVC(8)_kernel"sigmoid"
sklearn.svm.classes.SVC(8)_max_iter-1
sklearn.svm.classes.SVC(8)_probabilitytrue
sklearn.svm.classes.SVC(8)_random_state14951
sklearn.svm.classes.SVC(8)_shrinkingfalse
sklearn.svm.classes.SVC(8)_tol0.0017979658060946057
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

0.509 ± 0.0651
Per class
Cross-validation details (10-fold Crossvalidation)
0.0587
Per class
-0.153 ± 0.1263
Cross-validation details (10-fold Crossvalidation)
184.6085 ± 6.9503
Cross-validation details (10-fold Crossvalidation)
0.2735 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
0.2748 ± 0
Cross-validation details (10-fold Crossvalidation)
13910
Per class
Cross-validation details (10-fold Crossvalidation)
0.1587
Per class
0.0922 ± 0.1002
Cross-validation details (10-fold Crossvalidation)
2.5457
Cross-validation details (10-fold Crossvalidation)
0.0922 ± 0.1002
Per class
Cross-validation details (10-fold Crossvalidation)
0.9952 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
0.3707 ± 0
Cross-validation details (10-fold Crossvalidation)
0.37 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
0.9982 ± 0.0013
Cross-validation details (10-fold Crossvalidation)