Run
4035761

Run 4035761

Task 14 (Supervised Classification) mfeat-fourier Uploaded 04-07-2017 by Jan van Rijn
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Flow

sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer, estimator=sklearn.ensemble.forest.RandomForestClassifier)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.imputation.Imputer(6)_axis0
sklearn.preprocessing.imputation.Imputer(6)_copytrue
sklearn.preprocessing.imputation.Imputer(6)_missing_values"NaN"
sklearn.preprocessing.imputation.Imputer(6)_strategy"median"
sklearn.preprocessing.imputation.Imputer(6)_verbose0
sklearn.ensemble.forest.RandomForestClassifier(21)_bootstraptrue
sklearn.ensemble.forest.RandomForestClassifier(21)_class_weightnull
sklearn.ensemble.forest.RandomForestClassifier(21)_criterion"gini"
sklearn.ensemble.forest.RandomForestClassifier(21)_max_depthnull
sklearn.ensemble.forest.RandomForestClassifier(21)_max_features"auto"
sklearn.ensemble.forest.RandomForestClassifier(21)_max_leaf_nodesnull
sklearn.ensemble.forest.RandomForestClassifier(21)_min_impurity_split1e-07
sklearn.ensemble.forest.RandomForestClassifier(21)_min_samples_leaf1
sklearn.ensemble.forest.RandomForestClassifier(21)_min_samples_split2
sklearn.ensemble.forest.RandomForestClassifier(21)_min_weight_fraction_leaf0.0
sklearn.ensemble.forest.RandomForestClassifier(21)_n_estimators10
sklearn.ensemble.forest.RandomForestClassifier(21)_n_jobs1
sklearn.ensemble.forest.RandomForestClassifier(21)_oob_scorefalse
sklearn.ensemble.forest.RandomForestClassifier(21)_random_state10646
sklearn.ensemble.forest.RandomForestClassifier(21)_verbose0
sklearn.ensemble.forest.RandomForestClassifier(21)_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.

17 Evaluation measures

0.9667 ± 0.0049
Per class
Cross-validation details (10-fold Crossvalidation)
0.8068 ± 0.0142
Per class
Cross-validation details (10-fold Crossvalidation)
0.7861 ± 0.0153
Cross-validation details (10-fold Crossvalidation)
1484.3589 ± 2.5775
Cross-validation details (10-fold Crossvalidation)
0.0727 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
0.18
Cross-validation details (10-fold Crossvalidation)
2000
Per class
Cross-validation details (10-fold Crossvalidation)
0.8083 ± 0.0148
Per class
Cross-validation details (10-fold Crossvalidation)
0.8075 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
3.3219
Cross-validation details (10-fold Crossvalidation)
0.8075 ± 0.0138
Per class
Cross-validation details (10-fold Crossvalidation)
0.4036 ± 0.0132
Cross-validation details (10-fold Crossvalidation)
0.3
Cross-validation details (10-fold Crossvalidation)
0.1759 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
0.5862 ± 0.0154
Cross-validation details (10-fold Crossvalidation)