Run
6027986

Run 6027986

Task 125923 (Supervised Classification) Australian Uploaded 20-07-2017 by Pieter Gijsbers
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

sklearn.naive_bayes.BernoulliNB(2)Automatically created scikit-learn flow.
sklearn.naive_bayes.BernoulliNB(2)_alpha10.0
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
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
426.1972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2018
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
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4085
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6563
Cross-validation details (10-fold Crossvalidation)