Run
10560110

Run 10560110

Task 11 (Supervised Classification) balance-scale Uploaded 13-08-2021 by Sergey Redyuk
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Flow

sklearn.naive_bayes.MultinomialNB(8)Naive Bayes classifier for multinomial models The multinomial Naive Bayes classifier is suitable for classification with discrete features (e.g., word counts for text classification). The multinomial distribution normally requires integer feature counts. However, in practice, fractional counts such as tf-idf may also work.
sklearn.naive_bayes.MultinomialNB(8)_alpha1.0
sklearn.naive_bayes.MultinomialNB(8)_class_priornull
sklearn.naive_bayes.MultinomialNB(8)_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

0.9583 ± 0.0063
Per class
Cross-validation details (10-fold Crossvalidation)
0.7507 ± 0.0341
Cross-validation details (10-fold Crossvalidation)
0.3444 ± 0.0211
Cross-validation details (10-fold Crossvalidation)
0.2632 ± 0.0098
Cross-validation details (10-fold Crossvalidation)
0.3798 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
0.8656 ± 0.0186
Cross-validation details (10-fold Crossvalidation)
625
Per class
Cross-validation details (10-fold Crossvalidation)
0.8656 ± 0.0186
Cross-validation details (10-fold Crossvalidation)
1.3181 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
0.6931 ± 0.025
Cross-validation details (10-fold Crossvalidation)
0.4356 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
0.3195 ± 0.008
Cross-validation details (10-fold Crossvalidation)
0.7336 ± 0.0172
Cross-validation details (10-fold Crossvalidation)
0.6262 ± 0.0125
Cross-validation details (10-fold Crossvalidation)