Classification is a form of data analysis that can be used extract models describing important data classes or to predict future data trends. Classification is the process of finding a set of models that describe and distinguish data classes or concepts, for the purpose of being able to use the model to predict the class of objects whose class label is unknown. In classification techniques, Naïve Bayesian Classifier is one of the simplest probabilistic classifiers. This paper is to study the Naïve Bayesian Classifier and to classify class label of paddy type data using Naïve Bayesian Classifier. This paper predicts four class labels and displays the selected impacts attribute of each class label by using Naïve Bayesian classifier. Moreover, this paper can predict the types of paddy for paddy dataset by using other classification methods such as Decision Tree and Artificial Neural Network. Furthermore, this system can be used to predict production rate and display the selected impacts attribute of other crops such as soybeans, corns, cottons. This paper focuses on paddy dataset and decides paddy types are Lasbar or Yar Sabar or Yenat Khan Sabar or Sar Ngan Khan Sabar.
Naïve Bayesian, Paddy types, Classification, Large dataset
International Journal of Trend in Scientific Research and Development - IJTSRD having
online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International
Journal which provides rapid publication of your research articles and aims to promote
the theory and practice along with knowledge sharing between researchers, developers,
engineers, students, and practitioners working in and around the world in many areas
like Sciences, Technology, Innovation, Engineering, Agriculture, Management and
many more and it is recommended by all Universities, review articles and short communications
in all subjects. IJTSRD running an International Journal who are proving quality
publication of peer reviewed and refereed international journals from diverse fields
that emphasizes new research, development and their applications. IJTSRD provides
an online access to exchange your research work, technical notes & surveying results
among professionals throughout the world in e-journals. IJTSRD is a fastest growing
and dynamic professional organization. The aim of this organization is to provide
access not only to world class research resources, but through its professionals
aim to bring in a significant transformation in the real of open access journals
and online publishing.