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I would like to propose the addition of the Naive Bayes classification algorithm to this repository. Naive Bayes is a simple yet powerful probabilistic machine learning algorithm commonly used for tex…
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Is there a maximum number of accepted factor levels when training naive bayes? I just only got missing values returned on a multiclass classification problem with 37 factor levels and 25k records.
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Here is a simple Naive Bayes test data
# positive or negative, whether it contains word a1, wether it contains word a2, ....
0,1 0 0
0,1 0 0
1,0 1 0
1,0 1 0
So we need to have
1. Find a list of impo…
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### Feature Name
Add Naive Bayes Visualizations
### Feature Description
Add the Naive Bayes algorithm for classification tasks. This probabilistic classifier will be based on applying Bayes' theore…
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Post questions here for one or more of our fundamentals readings:
Manning, Christopher, Prabhakar Raghavan and Hinrich Schütze. 2008. “[Text Classification and Naïve Bayes](https://nlp.stanford.ed…
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### Describe the workflow you want to enable
The idea seems simple enough as described in this paper: https://arxiv.org/pdf/1905.09884.pdf
> Due to its linear complexity, naive Bayes classificat…
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### Idea Title
Implement Naive Bayes Algorithm
### Idea Description
The Naive Bayes algorithm is a supervised machine learning technique used for classification tasks based on Bayes' theorem. It as…
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Post questions here for one or more of our fundamentals readings:
Manning, Christopher, Prabhakar Raghavan and Hinrich Schütze. 2008. “[Text Classification and Naïve Bayes](https://nlp.stanford.edu…
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** types. of algorithms.
1. Linear discriminant analysis
2. Regression
3. Naive Bayes
4. Support vector machines
5. Classification and regression trees
6. Random forests
7. Boosting
etc.
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1. https://www.teachoo.com/4163/768/Example-21---A-man-is-known-to-speak-truth-3-out-of-4-times/category/Examples/
2. https://www.analyticsvidhya.com/blog/2021/04/top-30-mcqs-to-ace-your-data-science…