Run
5977774

Run 5977774

Task 3543 (Supervised Classification) irish Uploaded 16-07-2017 by Jan van Rijn
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  • openml-pimp openml-python Sklearn_0.18.1.
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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, 2, 4]
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[0, 2, 4]
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)_sparsefalse
sklearn.feature_selection.variance_threshold.VarianceThreshold(4)_threshold0.0
sklearn.svm.classes.SVC(8)_C2.963722280043671
sklearn.svm.classes.SVC(8)_cache_size200
sklearn.svm.classes.SVC(8)_class_weightnull
sklearn.svm.classes.SVC(8)_coef0-0.22611330870669089
sklearn.svm.classes.SVC(8)_decision_function_shapenull
sklearn.svm.classes.SVC(8)_degree3
sklearn.svm.classes.SVC(8)_gamma0.0007499385162919248
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_state5145
sklearn.svm.classes.SVC(8)_shrinkingfalse
sklearn.svm.classes.SVC(8)_tol0.002336815771040006
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

0.7582 ± 0.0604
Per class
Cross-validation details (10-fold Crossvalidation)
0.681 ± 0.062
Per class
Cross-validation details (10-fold Crossvalidation)
0.3611 ± 0.116
Cross-validation details (10-fold Crossvalidation)
62.5833 ± 1.8461
Cross-validation details (10-fold Crossvalidation)
0.4379 ± 0.0177
Cross-validation details (10-fold Crossvalidation)
0.4938 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
500
Per class
Cross-validation details (10-fold Crossvalidation)
0.6875 ± 0.0579
Per class
Cross-validation details (10-fold Crossvalidation)
0.68 ± 0.0611
Cross-validation details (10-fold Crossvalidation)
0.991
Cross-validation details (10-fold Crossvalidation)
0.68 ± 0.0611
Per class
Cross-validation details (10-fold Crossvalidation)
0.8868 ± 0.0349
Cross-validation details (10-fold Crossvalidation)
0.4969 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
0.4661 ± 0.0168
Cross-validation details (10-fold Crossvalidation)
0.938 ± 0.0335
Cross-validation details (10-fold Crossvalidation)