Evaluation of a New Incremental Classification Tree Algorithm for Mining High Speed Data Streams
Views: 359
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
Related Research Work
- An Enhancement For The Consistent Depth Estimation Of Monocular Videos Using Lightweight Network
- Opposition-based Firefly Algorithm Optimized Feature Subset Selection Approach For Fetal Risk Anticipation
- Machine Learning Based Approaches For Cancer Classification Using Gene Expression Data
- Hybridization Of Dbn With Svm And Its Impact On Performance In Multi-document Summarization