Run
10432739

Run 10432739

Task 6 (Supervised Classification) letter Uploaded 13-12-2019 by Evan Peterson
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Flow

sklearn.naive_bayes.BernoulliNB(10)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(10)_alpha1.0
sklearn.naive_bayes.BernoulliNB(10)_binarize0.0
sklearn.naive_bayes.BernoulliNB(10)_class_priornull
sklearn.naive_bayes.BernoulliNB(10)_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.

16 Evaluation measures

0.6393 ± 0.0045
Per class
Cross-validation details (10-fold Crossvalidation)
0.0751 ± 0.0062
Cross-validation details (10-fold Crossvalidation)
0.1302 ± 0.0038
Cross-validation details (10-fold Crossvalidation)
0.0701 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
0.1119 ± 0.0059
Cross-validation details (10-fold Crossvalidation)
20000
Per class
Cross-validation details (10-fold Crossvalidation)
0.1119 ± 0.0059
Cross-validation details (10-fold Crossvalidation)
4.6998 ± 0
Cross-validation details (10-fold Crossvalidation)
0.9484 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
0.1878 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
0.9765 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
0.1107 ± 0.006
Cross-validation details (10-fold Crossvalidation)