Run
10587744

Run 10587744

Task 125923 (Supervised Classification) Australian Uploaded 19-03-2022 by Mor Krispil
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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)_alpha10.0
sklearn.naive_bayes.BernoulliNB(13)_binarize0.0
sklearn.naive_bayes.BernoulliNB(13)_class_priornull
sklearn.naive_bayes.BernoulliNB(13)_fit_priortrue

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

0.9159 ± 0.0277
Per class
Cross-validation details (10-fold Crossvalidation)
0.8697 ± 0.028
Per class
Cross-validation details (10-fold Crossvalidation)
0.7366 ± 0.0558
Cross-validation details (10-fold Crossvalidation)
0.6168 ± 0.0394
Cross-validation details (10-fold Crossvalidation)
0.2023 ± 0.0187
Cross-validation details (10-fold Crossvalidation)
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
0.8696 ± 0.0282
Cross-validation details (10-fold Crossvalidation)
690
Per class
Cross-validation details (10-fold Crossvalidation)
0.8701 ± 0.0273
Per class
Cross-validation details (10-fold Crossvalidation)
0.8696 ± 0.0282
Cross-validation details (10-fold Crossvalidation)
0.9912 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
0.4095 ± 0.0376
Cross-validation details (10-fold Crossvalidation)
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
0.3258 ± 0.031
Cross-validation details (10-fold Crossvalidation)
0.6555 ± 0.0622
Cross-validation details (10-fold Crossvalidation)
0.8693 ± 0.027
Cross-validation details (10-fold Crossvalidation)