A Comprehensive Review of Classification Techniques in Data Mining
Data mining is the practice of extracting the useful information from the frequently occurring patterns in the observational datasets available. In data mining, classification is the process of bringing out the models called classifiers to predict the class labels. This paper gives a comprehensive review of the classification techniques in data mining such as Support Vector Machine (SVM), Decision tree and Linear Regression.
SaranyaVani and Dr.S. Uma, Survey on Classification Techniques Used in Data Mining and their Recent Advancements, International Journal of Science, Engineering and Technology Research, Vol. 3, Issue 9, 2014
DelveenLuqmanAbd AL-Nabi and ShereenShukri Ahmed, Survey on Classification Algorithms for Data Mining, Computer Engineering and Intelligent Systems, Vol.4, No.8, 2013
Vishalsrivastava, Data mining techniques: a survey paper, International Journal of Research in Engineering and Technology, Volume: 02 issue: 11,2013
S.Archana, Survey of Classification Techniques in Data Mining, International Journal of Computer Science and Mobile Applications, Vol.2 Issue. 2, 2014,
V. Vapnik, the Nature of Statistical Learning Theory, 1995.
Ashis Pradhan, SUPPORT VECTOR MACHINE-A Survey, International Journal of Emerging Technology and Advanced Engineering, Volume 2, Issue 8, 2012
Durgesh K. Srivastava, LekhaBhambhu, Data Classification Using Support Vector Machine,Journal of Theoretical and Applied Information Technology .
HimaniBhavsar, Mahesh H. Panchal,A Review on Support Vector Machine for Data Classification,International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) Vol.1, Issue 10, Dec 2012.
ShahrukhTeli and PrashastiKanikar, A Survey on Decision Tree Based Approaches in Data Mining, International Journal of Advanced Research in Computer Science and Software Engineering, Vol.5, Issue 4, 2015.
Divya Chauhan and Jawahar Thakur,Data Mining Techniques for Weather Prediction:A Review, International Journal on Recent and Innovation Trends in Computing and Communication Vol.2 Issue: 8.
KasraMadadipouya “A new decision tree method for data mining in medicine“, Advanced Computational Intelligence: An International Journal (ACII), Vol.2, No.3, 2015, pp. 31-37.
Dharm Singh, Naveen Choudhary and JullySamota “Analysis of Data Mining Classification with Decision tree Technique” Global Journal of Computer Science and TechnologySoftware& Data EngineeringVol. 13.No. 13,2013.pp. 1-5.
DeviPrasadBhukya and S. Ramachandram “Decision Tree Induction: An Approach for Data Classification Using AVL –Tree“, International Journal of Computer and Electrical Engineering, Vol. 2, No. 4, 2010, pp. 660-665.
Ramesh D, “Analysis of crop yield prediction using data mining techniques”, International Journal of Research in Engineering and Technology, Volume: 04 Issue: 01, 2015.
Pinky Saikia Dutta, “prediction of rainfall using datamining technique over assam”, Indian Journal of Computer Science and Engineering, Vol. 5 No. 2, 2014
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