Run
9199762

Run 9199762

Task 146820 (Supervised Classification) wilt Uploaded 03-05-2018 by Jan van Rijn
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Flow

sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imput er,estimator=sklearn.naive_bayes.GaussianNB)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.imputation.Imputer(20)_axis0
sklearn.preprocessing.imputation.Imputer(20)_copytrue
sklearn.preprocessing.imputation.Imputer(20)_missing_values"NaN"
sklearn.preprocessing.imputation.Imputer(20)_strategy"median"
sklearn.preprocessing.imputation.Imputer(20)_verbose0
sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,estimator=sklearn.naive_bayes.GaussianNB)(1)_memorynull
sklearn.naive_bayes.GaussianNB(8)_priorsnull

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

Area under ROC curve
0.8412 ± 0.037
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.91 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3034 ± 0.0606
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-13131.6188 ± 116.4873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1728 ± 0.0104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.934 ± 0.0072
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.893 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.893 ± 0.0114
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.6906 ± 0.1042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2752 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2184 ± 0.0569
Cross-validation details (10-fold Crossvalidation)