Python_Help_කොල්ලනේ,,,,

[great ace]

මචන්ලා Naive Bayes Classifier Algorithm එක use කරල Python වලින් POS Tagging කරන්න පුලුවන්ද සින්හල language එකට

I am trying to create a part of speech tagging system for Sinhala language. I tried to create a language model .can I use Naive Bayes Classifier to tag sinhala words ? I have 500 sentences for training and 100 sentences for test set in my language (one of Indic language). All I need to do is pick up one of the classifier (Naive Bayes implemented), train it and test its accuracy. The problem is texts aren't in English. I am seeking for suggestions on which Classifier well fits to cover up the main issue I am having so far is with unicode.

මචන්ලා හෙල්ප් plzzzzz

 

[Reposting2]

Use K Nearest Neighbour (KNN)

Machan KNN use karala oka karanda puluwan - meh article eka poddak balanda "A KNN based Algorithm for Printed Sinhala Character Recognition", International Information Technology Conference"

Also try this - http://people.csail.mit.edu/yichangshih/mywebsite/sanskrit.pdf

 

[nismok]

Machan KNN use karala oka karanda puluwan - meh article eka poddak balanda "A KNN based Algorithm for Printed Sinhala Character Recognition", International Information Technology Conference"

Also try this - http://people.csail.mit.edu/yichangshih/mywebsite/sanskrit.pdf

He is looking for POS tagging. Not OCR.

 

[vidura99]

Python NLTK use karala karapan machan. ubata model ekak hadala eka library ekak widiyata use karanna puluwan.

Nathnum OpenNLP

 

[kolavari]

bump

 

[vidura99]

http://www.clips.ua.ac.be/pages/using-wikicorpus-nltk-to-build-a-spanish-part-of-speech-tagger

meka machan spanish POS model ekak create karapu ekak

ubata model ekak hodata hada gaththa nam lingustic studies walin programming part eka amaru wenne nae

 

[vidura99]

ubata machan model ekata classification, or bigram tagging or reg expression use karanna puluwan.