Run
10560495

Run 10560495

Task 9976 (Supervised Classification) madelon 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

0.6233 ± 0.0359
Per class
Cross-validation details (10-fold Crossvalidation)
0.5981 ± 0.0356
Per class
Cross-validation details (10-fold Crossvalidation)
0.1962 ± 0.0708
Cross-validation details (10-fold Crossvalidation)
0.1956 ± 0.0691
Cross-validation details (10-fold Crossvalidation)
0.4023 ± 0.0345
Cross-validation details (10-fold Crossvalidation)
0.5
Cross-validation details (10-fold Crossvalidation)
0.5981 ± 0.0354
Cross-validation details (10-fold Crossvalidation)
2600
Per class
Cross-validation details (10-fold Crossvalidation)
0.5981 ± 0.0354
Per class
Cross-validation details (10-fold Crossvalidation)
0.5981 ± 0.0354
Cross-validation details (10-fold Crossvalidation)
1
Cross-validation details (10-fold Crossvalidation)
0.8047 ± 0.069
Cross-validation details (10-fold Crossvalidation)
0.5
Cross-validation details (10-fold Crossvalidation)
0.6268 ± 0.0286
Cross-validation details (10-fold Crossvalidation)
1.2536 ± 0.0572
Cross-validation details (10-fold Crossvalidation)
0.5981 ± 0.0354
Cross-validation details (10-fold Crossvalidation)