Indian Journal of Science and Technology

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


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

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
User

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

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Authors

Pradeepta K. Sarangi
Apeejay Institute of Technology, Greater Noida, U.P, India
P. Ahmed
Sharda University, Greater Noida, U.P, India
Kiran K. Ravulakollu
Sharda University, Greater Noida, U.P, India

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

References





DOI: https://doi.org/10.17485/ijst%2F2014%2Fv7i1%2F46677