Run
10587743

Run 10587743

Task 125923 (Supervised Classification) Australian Uploaded 19-03-2022 by Mor Krispil
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

sklearn.naive_bayes.BernoulliNB(13)Naive Bayes classifier for multivariate Bernoulli models. Like MultinomialNB, this classifier is suitable for discrete data. The difference is that while MultinomialNB works with occurrence counts, BernoulliNB is designed for binary/boolean features.
sklearn.naive_bayes.BernoulliNB(13)_alpha1.0
sklearn.naive_bayes.BernoulliNB(13)_binarize0.0
sklearn.naive_bayes.BernoulliNB(13)_class_priornull
sklearn.naive_bayes.BernoulliNB(13)_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.

18 Evaluation measures

0.9169 ± 0.0288
Per class
Cross-validation details (10-fold Crossvalidation)
0.8741 ± 0.0289
Per class
Cross-validation details (10-fold Crossvalidation)
0.7458 ± 0.0577
Cross-validation details (10-fold Crossvalidation)
0.6374 ± 0.0499
Cross-validation details (10-fold Crossvalidation)
0.1903 ± 0.0231
Cross-validation details (10-fold Crossvalidation)
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
0.8739 ± 0.029
Cross-validation details (10-fold Crossvalidation)
690
Per class
Cross-validation details (10-fold Crossvalidation)
0.875 ± 0.0283
Per class
Cross-validation details (10-fold Crossvalidation)
0.8739 ± 0.029
Cross-validation details (10-fold Crossvalidation)
0.9912 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
0.3853 ± 0.0465
Cross-validation details (10-fold Crossvalidation)
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
0.3248 ± 0.0383
Cross-validation details (10-fold Crossvalidation)
0.6536 ± 0.0769
Cross-validation details (10-fold Crossvalidation)
0.8745 ± 0.0285
Cross-validation details (10-fold Crossvalidation)