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Class: PHP Text Classifier

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  Classes of Alfan Farizki Wicaksono  >  PHP Text Classifier  >  Download .tar.gz .zip  >  Support forum Support forum (1)  >  Blog Blog  >  RSS 1.0 feed RSS 2.0 feed Latest changes  
Name: PHP Text Classifier
Support forum Support forum
Base name: phptextclassifier
Description: Classify text in categories using Bayesian method
Related classes: , , , , , , ,
Version: 0.1
PHP version: 4.0
License: GNU General Public License (GPL)
All time users: 1586 users
All time rank: 2067
Week users: 5 users
Week rank: 794
Picture of Alfan Farizki Wicaksono
Author: Alfan Farizki Wicaksono <e-mail contact>
Packages: 2 Browse this author's classes Browse this author's classes
Country: Indonesia Indonesia - PHP jobs in Indonesia
Age: 23
All time rank: 130018 in Indonesia Indonesia
Week rank: 743 Up12 Up in Indonesia Indonesia
Innovation award
Innovation award
Nominee: 1x


  Detailed description  
This package can be used to classify text in categories using a naive Bayesian method.

First it can create a database using sample text to train the classification system. The database is stored in a text file with serialized data.

Then it can analyze arbitrary texts and use the database created during training to guess the category that the text belongs.

It can add new possible categories to the database without limit in number of categories.

 

  Groups  
Group folder image Text processing Manipulating and validating text data View top rated classes
Group folder image Artificial intelligence Automation of tasks using human-like intelligence View top rated classes

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  Innovation Award  
PHP Programming Innovation award nominee
January 2009
Number 10
 Bayesian algorithms are often used to classify data in different categories in a way that the systems can be trained and learn from human corrections.

This class provides a solution based on Bayesian algorithms to classify text in an unlimited number of categories.

Manuel Lemos

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  Trackback links  
Link Description
Text Classification With PHP Text classification is probably the most popular real-world application of machine learning and other AI techniques...
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  Related links  
Link Description
download all here you can download all from this sites.

  Files folder image Files  
File Role Description
Plain text file classifier.php Class text classification in PHP (main module)
Plain text file documentation.txt Doc. the simple documentation
Plain text file example.php Example the example, how to use this classes
Plain text file trainer.php Class trainer of the classifier
Plain text file categorymgr.php Class class manager category [utility]
Plain text file category.php Class class category [utility]
Plain text file wordcount.php Class class wordcount [utility]
Plain text file wordprob.php Class class wordprob [utility]
Plain text file wordprob.srl Data serialization of wordprob [example]

Download all files: phptextclassifier.tar.gz phptextclassifier.zip
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