Run
9199745

Run 9199745

Task 9978 (Supervised Classification) ozone-level-8hr 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
0.8246 ± 0.0382
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7706 ± 0.0233
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1613 ± 0.0384
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6982.9802 ± 98.58
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.309 ± 0.0317
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9297 ± 0.0095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6914 ± 0.0314
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.6914 ± 0.0314
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.6049 ± 0.2671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5502 ± 0.0292
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.2622 ± 0.1195
Cross-validation details (10-fold Crossvalidation)