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Class: PHP Text Classifier


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  Classes of alfan  >  PHP Text Classifier  >  Download  >  Support forum Support forum (1)  >  Blog Blog  >  RSS 1.0 feed RSS 2.0 feed Latest changes  
Name: PHP Text Classifier Support forum
Base name: phptextclassifier
Description: Classify text in categories using Bayesian method
Related top rated classes: , ,
Version: 0.1
Required PHP version: 4.0
License: GNU General Public License (GPL)
All time users: 844 users
All time rank: 2773
Week users: 7 users
Week rank: 1138
 
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Author

Picture of alfan
Name: alfan <e-mail contact>
Published packages: 1 Browse this author's classes Browse this author's classes
Country: Indonesia Indonesia - PHP jobs in Indonesia
Home page: http://students.itb.ac.id/~alfan_fw
Age: 20
All time rank: 1646
Week rank: 907

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

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

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.

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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

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
NOTICE: if you are using a download manager program like 'GetRight', please Login before trying to download this archive.

 
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