Run
9199721

Run 9199721

Task 2074 (Supervised Classification) satimage 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
0.9609 ± 0.0051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8037 ± 0.0149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7502 ± 0.0197
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4945.4452 ± 12.0915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0683 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8195 ± 0.0121
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7958 ± 0.0164
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7958 ± 0.0164
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2528 ± 0.0196
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2555 ± 0.0104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6953 ± 0.0282
Cross-validation details (10-fold Crossvalidation)