Run
8148668

Run 8148668

Task 119 (Learning Curve) zoo Uploaded 18-10-2017 by Toon Van Craenendonck
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Flow

TESTa458cc393dsklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imput ation.Imputer,VarianceThreshold=sklearn.feature_selection.variance_threshol d.VarianceThreshold,Estimator=sklearn.model_selection._search.RandomizedSea rchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier))(1)Automatically created scikit-learn flow.
TESTa458cc393dsklearn.preprocessing.imputation.Imputer(1)_axis0
TESTa458cc393dsklearn.preprocessing.imputation.Imputer(1)_copytrue
TESTa458cc393dsklearn.preprocessing.imputation.Imputer(1)_missing_values"NaN"
TESTa458cc393dsklearn.preprocessing.imputation.Imputer(1)_strategy"median"
TESTa458cc393dsklearn.preprocessing.imputation.Imputer(1)_verbose0
TESTa458cc393dsklearn.feature_selection.variance_threshold.VarianceThreshold(1)_threshold0.0
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_cv3
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_error_score"raise"
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_fit_params{}
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_iidtrue
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_n_iter10
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_n_jobs1
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_param_distributions{"min_samples_leaf": [1, 2, 4, 8, 16, 32, 64], "min_samples_split": [2, 4, 8, 16, 32, 64, 128]}
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_pre_dispatch"2*n_jobs"
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_random_state33003
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_refittrue
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_return_train_scoretrue
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_scoringnull
TESTa458cc393dsklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)_verbose0
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_class_weightnull
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_criterion"gini"
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_max_depthnull
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_max_featuresnull
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_max_leaf_nodesnull
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_min_impurity_split1e-07
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_min_samples_leaf1
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_min_samples_split2
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_min_weight_fraction_leaf0.0
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_presortfalse
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_random_state62501
TESTa458cc393dsklearn.tree.tree.DecisionTreeClassifier(1)_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

0.9707 ± 0.0323
Per class
0.9144 ± 0.0463
Per class
0.8878 ± 0.0891
878.7605 ± 1.0352
0.0216 ± 0.0179
0.2188 ± 0.0049
1010
Per class
0.9148 ± 0.0463
Per class
0.9149 ± 0.0682
2.4427
0.9149 ± 0.0682
Per class
0.0987 ± 0.081
0.3294 ± 0.0075
0.1361 ± 0.0803
0.4132 ± 0.2425