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Example code of israel-nogueira/naivebayes

Informations about the package naivebayes

Categorização de texto com Naive Bayes

Esta classe PHP serve como componente central em um sistema de processamento de linguagem natural, especialmente voltado para aplicações de aprendizado de máquina.

Durante a inicialização, ela estabelece conexões com o banco de dados para recuperar informações essenciais, como palavras proibidas (stop words) e categorias usadas no treinamento do modelo.

A classe organiza esses dados para facilitar o uso em algoritmos de classificação de texto e outras operações relacionadas ao processamento de linguagem natural.

É uma peça fundamental para preparar e manipular dados, tornando-se indispensável para análises e predições na área de processamento de linguagem natural.

Instale com o composer:

Crie na raiz um arquivo ".env":

Configure sua base de dados:

Agora crie as tabelas corretamente:

Treinando seu modelo:

Na raiz do projeto, crie um arquivo /index.php:

Como classificar um texto:

Irá retornar algo parecido com isso:

All versions of naivebayes with dependencies

PHP Build Version
Package Version
Requires israel-nogueira/galaxy-db Version ^1.0
israel-nogueira/dotenv Version ^1.0
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