This package contains Naive Bayes classifiers. NB assumes that dimensions of data are independent, any base distribution can be used as long as the whole model satisfy the NB assumption.
The standard NB uses Bernoulli as the base distribution. It works for binary data. This package also provides NB classifier with Gaussian base which works for real value data.
I tried my best to make the code succinct, so that it is easy to follow. Please try the demo script in the package.
This package is now a part of the PRML toolbox (http://www.mathworks.com/matlabcentral/fileexchange/55826-pattern-recognition-and-machine-learning-toolbox).
Mo Chen (2023). Naive Bayes Classifier (https://www.mathworks.com/matlabcentral/fileexchange/55864-naive-bayes-classifier), MATLAB Central File Exchange. 검색됨 .
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- AI, Data Science, and Statistics > Statistics and Machine Learning Toolbox > Classification >
- AI, Data Science, and Statistics > Deep Learning Toolbox > Image Data Workflows > Pattern Recognition and Classification >
받음: Pattern Recognition and Machine Learning Toolbox, Kmeans Clustering
줌: EM for Mixture of Bernoulli (Unsupervised Naive Bayes) for clustering binary data
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