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API make naive Bayes API consistent in regards to "priors"
module:naive_bayes
#27135
opened Aug 22, 2023 by
glemaitre
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Improvement for Gaussian NB by rethinking the variance smoothing
Bug
module:naive_bayes
New Feature
#24732
opened Oct 23, 2022 by
2catycm
Sparse Bernoulli Naive Bayes
module:naive_bayes
Needs Decision - Include Feature
Requires decision regarding including feature
New Feature
#23939
opened Jul 18, 2022 by
carlosg-m
FIX "CategoricalNB fails with sparse matrix" #16561
module:naive_bayes
#23224
opened Apr 27, 2022 by
g-morishita
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Wouldn't it be great if fit() from GaussianNB() also accepted 'X' as sparse matrix?
module:naive_bayes
New Feature
#19449
opened Feb 12, 2021 by
vmdhhh
Provide an option to consider class prior in ComplementNB
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:naive_bayes
#14444
opened Jul 23, 2019 by
qinhanmin2014
var_smoothing parameter of GaussianNB isn't documented nor tested
Documentation
help wanted
Moderate
Anything that requires some knowledge of conventions and best practices
module:naive_bayes
#14054
opened Jun 9, 2019 by
NicolasHug
calling ComplementNB.predict_proba with sparse X converts feature_log_prob_ to sparse
module:naive_bayes
Needs Benchmarks
A tag for the issues and PRs which require some benchmarks
Performance
#13752
opened Apr 30, 2019 by
kyle-pena-nlp
Naive Bayes Classifier with Mixed Bernoulli/Gaussian Models
Enhancement
module:naive_bayes
#12957
opened Jan 11, 2019 by
jarednielsen
ENH Add new smoothing methods to MultinomialNB
help wanted
module:naive_bayes
Stalled
#12943
opened Jan 9, 2019 by
psendyk
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Can Naive bayes in sklearn support good-turing smoothing?
help wanted
module:naive_bayes
#12862
opened Dec 25, 2018 by
12ycli
Link Gaussian Naive Bayes to fMRI literature
Documentation
module:naive_bayes
#7052
opened Jul 19, 2016 by
amueller
ProTip!
Exclude everything labeled
bug with -label:bug.