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Example code of niiknow/bayes

Informations about the package bayes

bayes: A Naive-Bayes classifier for PHP

Build Status

bayes takes a document (piece of text), and tells you what category that document belongs to.

This library was ported from a nodejs lib @ https://github.com/ttezel/bayes

What can I use this for?

You can use this for categorizing any text content into any arbitrary set of categories. For example:

Installing

Usage

API

$classifier = new \Niiknow\Bayes([options])

Returns an instance of a Naive-Bayes Classifier.

Pass in an optional options object to configure the instance. If you specify a tokenizer function in options, it will be used as the instance's tokenizer.

$classifier->learn(text, category)

Teach your classifier what category the text belongs to. The more you teach your classifier, the more reliable it becomes. It will use what it has learned to identify new documents that it hasn't seen before.

$classifier->categorize(text)

Returns the category it thinks text belongs to. Its judgement is based on what you have taught it with .learn().

$classifier->probabilities(text)

Extract the probabilities for each known category.

$classifier->toJson()

Returns the JSON representation of a classifier.

$classifier->fromJson(jsonStr)

Returns a classifier instance from the JSON representation. Use this with the JSON representation obtained from $classifier->toJson()

Stopwords

You can pass in your own tokenizer function in the constructor. Example:

MIT

All versions of bayes with dependencies

PHP Build Version
Package Version
Requires php Version >=7.4
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