Run
10229207

Run 10229207

Task 9952 (Supervised Classification) phoneme Uploaded 12-07-2019 by joe zhou
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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

0.8481 ± 0.0236
Per class
Cross-validation details (10-fold Crossvalidation)
0.8732 ± 0.0204
Per class
Cross-validation details (10-fold Crossvalidation)
0.6946 ± 0.0485
Cross-validation details (10-fold Crossvalidation)
0.67 ± 0.0538
Cross-validation details (10-fold Crossvalidation)
0.1269 ± 0.0207
Cross-validation details (10-fold Crossvalidation)
0.4147 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
5404
Per class
Cross-validation details (10-fold Crossvalidation)
0.8733 ± 0.0202
Per class
Cross-validation details (10-fold Crossvalidation)
0.8731 ± 0.0207
Cross-validation details (10-fold Crossvalidation)
0.8732 ± 0.001
Cross-validation details (10-fold Crossvalidation)
0.8731 ± 0.0207
Per class
Cross-validation details (10-fold Crossvalidation)
0.3061 ± 0.0499
Cross-validation details (10-fold Crossvalidation)
0.4554 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
0.3563 ± 0.0291
Cross-validation details (10-fold Crossvalidation)
0.7824 ± 0.0638
Cross-validation details (10-fold Crossvalidation)