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Bernoulli Naive Bayes
Following #183 tips. This is an implementation of Bernoulli Naive Bayes classifier derived from Multinomial NB.
Codecov Report
Merging #226 (2091be5) into master (6168a90) will decrease coverage by
2.45%
. The diff coverage is53.84%
.
@@ Coverage Diff @@
## master #226 +/- ##
==========================================
- Coverage 57.87% 55.41% -2.46%
==========================================
Files 96 96
Lines 8384 8860 +476
==========================================
+ Hits 4852 4910 +58
- Misses 3532 3950 +418
Impacted Files | Coverage Δ | |
---|---|---|
algorithms/linfa-bayes/src/multinomial_nb.rs | 62.65% <ø> (ø) |
|
algorithms/linfa-bayes/src/hyperparams.rs | 14.28% <20.00%> (+3.75%) |
:arrow_up: |
algorithms/linfa-bayes/src/bernoulli_nb.rs | 63.04% <63.04%> (ø) |
|
algorithms/linfa-clustering/src/k_means/init.rs | 56.20% <0.00%> (-30.66%) |
:arrow_down: |
algorithms/linfa-pls/src/utils.rs | 63.15% <0.00%> (-24.94%) |
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algorithms/linfa-kernel/src/sparse.rs | 74.19% <0.00%> (-21.64%) |
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src/composing/platt_scaling.rs | 40.00% <0.00%> (-21.23%) |
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...fa-clustering/src/appx_dbscan/counting_tree/mod.rs | 36.08% <0.00%> (-17.77%) |
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algorithms/linfa-svm/src/classification.rs | 60.23% <0.00%> (-16.07%) |
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algorithms/linfa-nn/src/distance.rs | 36.20% <0.00%> (-13.80%) |
:arrow_down: |
... and 47 more |
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continued in #242