Run
10560463

Run 10560463

Task 167140 (Supervised Classification) dna Uploaded 14-08-2021 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.

18 Evaluation measures

0.988 ± 0.0028
Per class
Cross-validation details (10-fold Crossvalidation)
0.9258 ± 0.0079
Per class
Cross-validation details (10-fold Crossvalidation)
0.8793 ± 0.0131
Cross-validation details (10-fold Crossvalidation)
0.8631 ± 0.0108
Cross-validation details (10-fold Crossvalidation)
0.0661 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
0.41 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
0.9256 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
3186
Per class
Cross-validation details (10-fold Crossvalidation)
0.9261 ± 0.008
Per class
Cross-validation details (10-fold Crossvalidation)
0.9256 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
1.4798 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
0.1612 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
0.4527 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
0.1904 ± 0.0067
Cross-validation details (10-fold Crossvalidation)
0.4205 ± 0.0149
Cross-validation details (10-fold Crossvalidation)
0.9205 ± 0.0128
Cross-validation details (10-fold Crossvalidation)