A Survey on Classification Algorithms in Data Mining of Bioinformatics |
Author(s): |
| Muthulakshmi S , Department of Computer Science, Bharathiar University; Dr. R.Porkodi, Department of Computer Science, Bharathiar University |
Keywords: |
| Classification, Decision tree, Bayesian network, k- nearest neighbour classifier, Support vector machine, Artificial neural network |
Abstract |
|
Data mining is used to extract the information from a large amount of data. Data mining consist of two models, they are predictive and descriptive. Classification is one of the data mining technique which comes under predictive model. Classification is used in many applications such as artificial intelligent, machine learning, statistics and database system. Data mining can be applied to these problems, to improve the efficiency of systems and the designs of machines. This paper surveyed the some algorithm gives the best result. The researchers used different classification algorithm in which are namely K- Nearest Neighbour classifiers, Decision tree, Bayesian network, Support Vector Machine, Artificial Neural Networks. This paper also presented the comparison of all five algorithms used in Bioinformatics Research. |
Other Details |
|
Paper ID: IJSRDV4I30577 Published in: Volume : 4, Issue : 3 Publication Date: 01/06/2016 Page(s): 612-617 |
Article Preview |
|
|
|
|
