aashari / research-naive-bayes-classification

Implementation of Naive Bayes Classification based on research paper using some text-processing method such as Stemming and N-Gram using Native PHP and Composer as dependencies manager

Naive Bayes Classification

Implementation of Naive Bayes Classification based on research paper using some text-processing method such as Stemming and N-Gram

Corruption Cases Mapping Based on Indonesia's Corruption Perception Index

2017 - IOP Publishing Ltd - Ashari's Code

http://iopscience.iop.org/article/10.1088/1742-6596/801/1/012019/pdf

process:

• Tokenizing
• Stemming (Indonesian Language)
• Stop Word Removing
• N-Gram for Location Identification
• Naive Bayes Classification for linear classification (https://github.com/aashari/naive-bayes-classifier)

How to setup:

• git clone https://github.com/aashari/research-naive-bayes-classification
• cd research-naive-bayes-classification
• composer install

Demo: https://research.aashari.id/3plus1/

Download Demo: https://research.aashari.id/research.aashari.id.zip