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bayes takes a document (piece of text), and tells you what category that document belongs to. Returns an instance of a Naive-Bayes Classifier.

naive bayes categorize classify classifierThis is a example how to use Naive Bayes to classify SPAM messages, you can use it for other purposes... Optimizing with inline ASM (I think do it by using SiMD)...

naive bayesian-inference machine-learning classification-algorithm spam-detectionThis is a Naive Bayes classifier implementation written in JavaScript. I took out the relevant algorithms from the appratus and natural modules, and also the Porter stemmer algorithm. All credit goes to them.

naive bayes classifierPercipio is a simple minimalistic JavaScript library for understanding & making decisions with data.

machine learning cross validation data science predictive analytics statistics stats math mathematics classification neighbours online bayes bandit naivenbayes is a lightweight Naive Bayes Classifier written in vanilla JavaScript. It classifies a document (arbitrary piece of text) among the classes (arbitrarily named categories) it has been trained with before. This is all based on simple mathematics. As an example, you could use nbayes to answer the following questions. nbayes offers a simple and straightforward API, keeping it below 3kb (minified). It is a rewrite of ttezel/bayes and thoroughly tested.

bayes natural-language-processing nlp naive classifier classify categorizer categorize nluNaive bayes classifiers.

naive bayes classifier machine learning gaussian multinomialWhichX is a Naive Bayes' Classifier written in Javascript for classifying short text descriptions into categories. It is a very small library with a very simple API and no dependencies. To see a working demo you can also go to http://www.rudikershaw.com/articles/whichpet. If you are using Node start by requiring whichx.

nodejs classifier machine-learning natural-language-processing library text-classification naive-bayes naive-bayes-classifier bayesian bayes bayes-classifier naive-bayes-classification natural-language-understanding node-ml text-classifier naive-bayes-text-classifier naive-bayes-text-classification naive text nlp natural-language
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