Run
9199747

Run 9199747

Task 9985 (Supervised Classification) first-order-theorem-proving 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
0.6277 ± 0.0166
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1408 ± 0.0183
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0607 ± 0.0149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
358.7332 ± 11.208
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2753 ± 0.0045
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2508 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
6118
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3817 ± 0.0502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1731 ± 0.0131
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3005
Cross-validation details (10-fold Crossvalidation)
Recall
0.1731 ± 0.0131
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0977 ± 0.0179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3541 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5085 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4363 ± 0.0132
Cross-validation details (10-fold Crossvalidation)