Run
9199727

Run 9199727

Task 3560 (Supervised Classification) analcatdata_dmft 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
0.5827 ± 0.0295
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1905 ± 0.0408
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0514 ± 0.0608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.4448 ± 0.7134
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2722 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2181 ± 0.0809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2108 ± 0.0479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.2108 ± 0.0479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9812 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3709 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.996 ± 0.0075
Cross-validation details (10-fold Crossvalidation)