Improved Naive Bayes Model - Githubissues

DSCKGEC / learn-machine-learn

A one-stop repository for new-comers in Machine Learning and A.I.

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Improved Naive Bayes Model #39

Closed srini047 closed 1 year ago

srini047 commented 1 year ago

Linked Issue

Closes: #7

Describe the changes you've made

Added the prior parameter of the Naive Bayes Model as per the docs, to improve the model working.

Type of change

What sort of change have you made:

[x] Bug fix (non-breaking change which fixes an issue)
[ ] New feature (non-breaking change which adds functionality)
[ ] Code style update (formatting, local variables)
[ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
[ ] This change requires a documentation update

How Has This Been Tested?

Significant changes in classifier test dataset score, f1-score and accuracy.

Checklist:

[x] My code follows the guidelines of this project.
[x] I have performed a self-review of my own code.
[x] I have commented my code, particularly wherever it was hard to understand.
[x] I have made corresponding changes to the documentation.
[x] My changes generate no new warnings.
[x] I have added tests that prove my fix is effective or that my feature works.
[x] Any dependent changes have been merged and published in downstream modules.

Screenshots

Original	Updated

srini047 commented 1 year ago

@KrishnenduDakshi2002 Please review this PR. Closed #38 due to merge conflicts.