PHP Text Classifier: Classify text in categories using Bayesian method
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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.
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.
| Classes of Alfan Farizki Wicaksono | > | PHP Text Classifier | > |  Download .zip .tar.gz |
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| Groups |
 Text processing |
Manipulating and validating text data | View top rated classes |
| Artificial intelligence |
Automation of tasks using human-like intelligence | View top rated classes |
| Recommendations |
What is the best PHP text clustering class?
Cluster tags of text
What is the best PHP text mining class?
Bayes text mining
| Innovation Award |
 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 |
| Pages that reference this package |
| 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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| Files |
| File | Role | Description |
|---|---|---|
| classifier.php |
Class | text classification in PHP (main module) |
 documentation.txt |
Doc. | the simple documentation |
| example.php |
Example | the example, how to use this classes |
| trainer.php |
Class | trainer of the classifier |
| categorymgr.php |
Class | class manager category [utility] |
| category.php |
Class | class category [utility] |
| wordcount.php |
Class | class wordcount [utility] |
| wordprob.php |
Class | class wordprob [utility] |
| wordprob.srl |
Data | serialization of wordprob [example] |
 Install with Composer - Download all files: phptextclassifier.tar.gz phptextclassifier.zipNOTICE: if you are using a download manager program like 'GetRight', please Login before trying to download this archive.
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