Run
6027981

Run 6027981

Task 125923 (Supervised Classification) Australian Uploaded 20-07-2017 by Pieter Gijsbers
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Flow

sklearn.naive_bayes.BernoulliNB(2)Automatically created scikit-learn flow.
sklearn.naive_bayes.BernoulliNB(2)_alpha0.001
sklearn.naive_bayes.BernoulliNB(2)_binarize0.0
sklearn.naive_bayes.BernoulliNB(2)_class_priornull
sklearn.naive_bayes.BernoulliNB(2)_fit_priorfalse

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
0.9189
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8771
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
444.6421
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1866
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8781
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3777
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6481
Cross-validation details (10-fold Crossvalidation)