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Title: :  ANALYSIS OF DECISION TREE ALGORITHM IN MACHINE LEARNING
PaperId: :  8428
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 3 2018
DUI:    16.0415/IJARIIE-8428
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
N SelvamM Kumarasamy College of Engineering
R SaranyaM Kumarasamy College of Engineering

Abstract

ELECTRICAL ENGINEERING
Machine learning, Decision tree, Classification, Prediction
Machine learning is the ability to improve the behavior with experience. It is about building computer systems that automatically improve the experience. To make out important classes and predict likely pattern, classification and prediction are most important strategies. In data mining decision tree algorithm is an important classification techniques. As the traditional algorithm of decision tree such as Iterative dichotomiser 3 ,C4.5 and C5.0 has the prosperity of tremendous prediction or classification speed, powerful learning volume and easy to build. However for realistic application these techniques are inadequate. Decision tree techniques are mainly used in E-commerce, social network, web search, and space exploration applications. This paper gives the point of different decision tree technologies such as characteristics, difficulties, preferred standpoint and weakness.

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IJARIIE N Selvam, and R Saranya. "ANALYSIS OF DECISION TREE ALGORITHM IN MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 3 2018 Page 281-286
MLA N Selvam, and R Saranya. "ANALYSIS OF DECISION TREE ALGORITHM IN MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 4.3(2018) : 281-286.
APA N Selvam, & R Saranya. (2018). ANALYSIS OF DECISION TREE ALGORITHM IN MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 4(3), 281-286.
Chicago N Selvam, and R Saranya. "ANALYSIS OF DECISION TREE ALGORITHM IN MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 3 (2018) : 281-286.
Oxford N Selvam, and R Saranya. 'ANALYSIS OF DECISION TREE ALGORITHM IN MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 3, 2018, p. 281-286. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/ANALYSIS_OF_DECISION_TREE_ALGORITHM_IN_MACHINE_LEARNING_ijariie8428.pdf (Accessed : ).
Harvard N Selvam, and R Saranya. (2018) 'ANALYSIS OF DECISION TREE ALGORITHM IN MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 4(3), pp. 281-286IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/ANALYSIS_OF_DECISION_TREE_ALGORITHM_IN_MACHINE_LEARNING_ijariie8428.pdf (Accessed : )
IEEE N Selvam, and R Saranya, "ANALYSIS OF DECISION TREE ALGORITHM IN MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 3, pp. 281-286, May-Jun 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/ANALYSIS_OF_DECISION_TREE_ALGORITHM_IN_MACHINE_LEARNING_ijariie8428.pdf [Accessed : ].
Turabian N Selvam, and R Saranya. "ANALYSIS OF DECISION TREE ALGORITHM IN MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 3 ().
Vancouver N Selvam, and R Saranya. ANALYSIS OF DECISION TREE ALGORITHM IN MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : ]; 4(3) : 281-286. Available from: http://ijariie.com/AdminUploadPdf/ANALYSIS_OF_DECISION_TREE_ALGORITHM_IN_MACHINE_LEARNING_ijariie8428.pdf
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