Naïve Bayes Classifier with LU Factorization for Recognition of Handwritten Odia Numerals.

Pradeepta K  Sarangi; P  Ahmed  and Kiran K  Ravulakollu

doi:10.17485/ijst/2014/v7i1.2

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Naïve Bayes Classifier with LU Factorization for Recognition of Handwritten Odia Numerals.

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Indian Journal of Science and Technology

DOI: 10.17485/ijst/2014/v7i1.2

Year: 2014, Volume: 7, Issue: 1, Pages: 35-38

Original Article

Naïve Bayes Classifier with LU Factorization for Recognition of Handwritten Odia Numerals.

Pradeepta K. Sarangi^1*, P. Ahmed² and Kiran K. Ravulakollu²

¹Apeejay Institute of Technology, Greater Noida, U.P India
²Sharda University, Greater Noida, U.P, India

*Author for the correspondence:
Pradeepta K. Sarangi
Apeejay Institute of Technology, Greater Noida,
U.P India
E-mail: [email protected]

This work is licensed under a Creative Commons Attribution 4.0 International License.

Abstract

We report the effectiveness of LU factorization (also called LU decomposition) as a technique for feature extraction along with naïve Bayes Classifier in recognizing handwritten Odia numerals (a regional language of north-eastern states of India derived from the Devanagari script). Experimental results show that LU factorization could be an alternative choice for feature extraction in pattern classification problems.

Keywords: Handwritten Odia Numerals, LU Factorization, Naïve Bayes Classifier