Case Study on High Dimensional Data Analysis Using Decision Tree Model
The major aspire of this paper is to build a model to predict the chances of occurrences of disease in an area. This paper mainly concentrating the data mining technique-Decision tree model to identify the significant parameters for prediction process. The decision tree model created with the help of ID3 algorithm.
Keywords: classification, decision tree, data mining, prediction
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ABOUT THE AUTHORS
Smitha.T
She has acquired her Post Graduate Degree in Computer Application and M.Phil in Computer Science from M.K.University.Now doing PhD at Karpagam University under Dr.V.Sundaram. She has 9 years of teaching experience and 4 years of industrial experience. She has presented many papers, regarding data mining, in national as well as international conferences.She has also published papers in international journals.Now working as an Asst.Professor–MCA department of Sree Narayana Guru Institute of Science and Technology, N.Paravoor, Kerala. Her area of interest is Data mining and Data Warehousing.
V.Sundaram
He is a postgraduate in Mathematics with PhD in applied mathematics.He has 45 years of teaching experience in India and abroad and guiding more than 10 scholars in PhD and M.phil at Karpagam and Anna University. He has organized and presented more than 40 papers in national as well as international conferences and have many publications in international and national journals. He is now working as the Director of MCA Department of Karpagam Engineering College. He is a life member in many associations.His area of specialization includes fluid Mechanics, Applied Mathematics, Theoretical Computer Science, Data mining, and Networking etc.
Smitha.T
She has acquired her Post Graduate Degree in Computer Application and M.Phil in Computer Science from M.K.University.Now doing PhD at Karpagam University under Dr.V.Sundaram. She has 9 years of teaching experience and 4 years of industrial experience. She has presented many papers, regarding data mining, in national as well as international conferences.She has also published papers in international journals.Now working as an Asst.Professor–MCA department of Sree Narayana Guru Institute of Science and Technology, N.Paravoor, Kerala. Her area of interest is Data mining and Data Warehousing.
V.Sundaram
He is a postgraduate in Mathematics with PhD in applied mathematics.He has 45 years of teaching experience in India and abroad and guiding more than 10 scholars in PhD and M.phil at Karpagam and Anna University. He has organized and presented more than 40 papers in national as well as international conferences and have many publications in international and national journals. He is now working as the Director of MCA Department of Karpagam Engineering College. He is a life member in many associations.His area of specialization includes fluid Mechanics, Applied Mathematics, Theoretical Computer Science, Data mining, and Networking etc.
