fieg / bayes
Implementation of Naive Bayes Classifier algorithm in PHP.
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Requires
- php: >=5.4
Requires (Dev)
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Last update: 2024-10-29 04:19:55 UTC
README
Implementation of Naive Bayes Classifier algorithm in PHP.
Based on Machine Learning: Naive Bayes Document Classification Algorithm in Javascript by Burak Kanber.
Getting started
use Fieg\Bayes\Classifier; use Fieg\Bayes\Tokenizer\WhitespaceAndPunctuationTokenizer; $tokenizer = new WhitespaceAndPunctuationTokenizer(); $classifier = new Classifier($tokenizer); $classifier->train('en', 'This is english'); $classifier->train('fr', 'Je suis Hollandais'); $result = $classifier->classify('This is a naive bayes classifier');
Which would result in:
array(2) {
'en' =>
double(0.9)
'fr' =>
double(0.1)
}