Run
10229223

Run 10229223

Task 14970 (Supervised Classification) har Uploaded 12-07-2019 by joe zhou
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Flow

sklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,estima tor=sklearn.tree.tree.DecisionTreeClassifier)(2)Automatically created scikit-learn flow.
sklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(2)_memorynull
sklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(2)_steps[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": "estimator"}}]
sklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(2)_verbosefalse
sklearn.impute._base.SimpleImputer(2)_add_indicatorfalse
sklearn.impute._base.SimpleImputer(2)_copytrue
sklearn.impute._base.SimpleImputer(2)_fill_valuenull
sklearn.impute._base.SimpleImputer(2)_missing_valuesNaN
sklearn.impute._base.SimpleImputer(2)_strategy"mean"
sklearn.impute._base.SimpleImputer(2)_verbose0
sklearn.tree.tree.DecisionTreeClassifier(45)_class_weightnull
sklearn.tree.tree.DecisionTreeClassifier(45)_criterion"gini"
sklearn.tree.tree.DecisionTreeClassifier(45)_max_depthnull
sklearn.tree.tree.DecisionTreeClassifier(45)_max_featuresnull
sklearn.tree.tree.DecisionTreeClassifier(45)_max_leaf_nodesnull
sklearn.tree.tree.DecisionTreeClassifier(45)_min_impurity_decrease0.0
sklearn.tree.tree.DecisionTreeClassifier(45)_min_impurity_splitnull
sklearn.tree.tree.DecisionTreeClassifier(45)_min_samples_leaf1
sklearn.tree.tree.DecisionTreeClassifier(45)_min_samples_split2
sklearn.tree.tree.DecisionTreeClassifier(45)_min_weight_fraction_leaf0.0
sklearn.tree.tree.DecisionTreeClassifier(45)_presortfalse
sklearn.tree.tree.DecisionTreeClassifier(45)_random_state57812
sklearn.tree.tree.DecisionTreeClassifier(45)_splitter"best"

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

0.9617 ± 0.0052
Per class
Cross-validation details (10-fold Crossvalidation)
0.936 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
0.923 ± 0.0103
Cross-validation details (10-fold Crossvalidation)
0.9289 ± 0.0094
Cross-validation details (10-fold Crossvalidation)
0.0213 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
0.2771 ± 0
Cross-validation details (10-fold Crossvalidation)
10299
Per class
Cross-validation details (10-fold Crossvalidation)
0.9361 ± 0.0086
Per class
Cross-validation details (10-fold Crossvalidation)
0.936 ± 0.0085
Cross-validation details (10-fold Crossvalidation)
2.5759 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
0.936 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
0.077 ± 0.0103
Cross-validation details (10-fold Crossvalidation)
0.3722 ± 0
Cross-validation details (10-fold Crossvalidation)
0.146 ± 0.0097
Cross-validation details (10-fold Crossvalidation)
0.3924 ± 0.026
Cross-validation details (10-fold Crossvalidation)