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Evaluation of a New Incremental Classification Tree Algorithm for Mining High Speed Data Streams

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Author :  N. Sivakumar and S. Anbu

Affiliation :  St. Peter’s College of Engineering and Technology, India

Country :  India

Category :  Machine Learning

Volume, Issue, Month, Year :  Vol 3, No 3, September, 2016

Abstract :


Abstract—A new model for online machine learning process of high speed data stream is proposed, to minimize the severe restrictions associated with the existing computer learning algorithms. Most of the existing models have three principle steps. In the first step, the system would create a model incrementally. In the second step the time taken by the examples to complete a prescribed procedu

Keyword :  Decision tree, Data mining, Machine learning, incremental decision tree, classification tree, data streams, High speed data streams.

URL :  http://aircconline.com/mlaij/V3N3/3316mlaij02.pdf

User Name : Kavinow
Posted 11-10-2016 on 10:10:40 AEDT



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