Run
10229102

Run 10229102

Task 6 (Supervised Classification) letter Uploaded 06-07-2019 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_state5049
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

0.9386 ± 0.0031
Per class
Cross-validation details (10-fold Crossvalidation)
0.882 ± 0.0058
Per class
Cross-validation details (10-fold Crossvalidation)
0.8772 ± 0.0061
Cross-validation details (10-fold Crossvalidation)
0.8804 ± 0.0059
Cross-validation details (10-fold Crossvalidation)
0.0091 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
20000
Per class
Cross-validation details (10-fold Crossvalidation)
0.8822 ± 0.0056
Per class
Cross-validation details (10-fold Crossvalidation)
0.8819 ± 0.0059
Cross-validation details (10-fold Crossvalidation)
4.6998 ± 0
Cross-validation details (10-fold Crossvalidation)
0.8819 ± 0.0059
Per class
Cross-validation details (10-fold Crossvalidation)
0.1228 ± 0.0061
Cross-validation details (10-fold Crossvalidation)
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
0.0953 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
0.4956 ± 0.0123
Cross-validation details (10-fold Crossvalidation)