Run
240

Run 240

Task 119 (Supervised Classification) diabetes Uploaded 03-07-2024 by Continuous Integration
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sklearn.ensemble._forest.RandomForestClassifier(3)A random forest classifier. A random forest is a meta estimator that fits a number of decision tree classifiers on various sub-samples of the dataset and uses averaging to improve the predictive accuracy and control over-fitting. The sub-sample size is controlled with the `max_samples` parameter if `bootstrap=True` (default), otherwise the whole dataset is used to build each tree.
sklearn.ensemble._forest.RandomForestClassifier(3)_bootstraptrue
sklearn.ensemble._forest.RandomForestClassifier(3)_ccp_alpha0.0
sklearn.ensemble._forest.RandomForestClassifier(3)_class_weightnull
sklearn.ensemble._forest.RandomForestClassifier(3)_criterion"gini"
sklearn.ensemble._forest.RandomForestClassifier(3)_max_depthnull
sklearn.ensemble._forest.RandomForestClassifier(3)_max_features"auto"
sklearn.ensemble._forest.RandomForestClassifier(3)_max_leaf_nodesnull
sklearn.ensemble._forest.RandomForestClassifier(3)_max_samplesnull
sklearn.ensemble._forest.RandomForestClassifier(3)_min_impurity_decrease0.0
sklearn.ensemble._forest.RandomForestClassifier(3)_min_impurity_splitnull
sklearn.ensemble._forest.RandomForestClassifier(3)_min_samples_leaf1
sklearn.ensemble._forest.RandomForestClassifier(3)_min_samples_split2
sklearn.ensemble._forest.RandomForestClassifier(3)_min_weight_fraction_leaf0.0
sklearn.ensemble._forest.RandomForestClassifier(3)_n_estimators33
sklearn.ensemble._forest.RandomForestClassifier(3)_n_jobsnull
sklearn.ensemble._forest.RandomForestClassifier(3)_oob_scorefalse
sklearn.ensemble._forest.RandomForestClassifier(3)_random_state7936
sklearn.ensemble._forest.RandomForestClassifier(3)_verbose0
sklearn.ensemble._forest.RandomForestClassifier(3)_warm_startfalse

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.

18 Evaluation measures