Survey on Gaussian Estimation Based Decision Trees for Data Streams Mining
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Survey Paper | Computer Science & Engineering | India | Volume 3 Issue 9, September 2014

Survey on Gaussian Estimation Based Decision Trees for Data Streams Mining

Poonam M Jagdale, Devendra P Gadekar

In the literature, Hoeffding tree algorithm was projected, for mining data streams decision trees became one of the most popular tools. Determine the best attribute to split the considered node is the key point of constructing the decision tree. Existing system presented the numerous methods to solve this problem. But they are either time consuming such as, in the MacDiarmid tree algorithm or justified wrongly by mathematically such as, in the Hoeffding tree algorithm. The selection of best attribute in the considered node with the help of finite data sample is similar as it would be in the case of the entire data stream with the high probability set by the user is make sure by the this method. In this paper we are presenting some efficient research approaches suggested by numerous scholars.

Keywords: Decision tree, Data stream, Gaussian approximation, Information gain

Edition: Volume 3 Issue 9, September 2014

Pages: 862 - 865

Share this Article

How to Cite this Article?

Poonam M Jagdale, Devendra P Gadekar, "Survey on Gaussian Estimation Based Decision Trees for Data Streams Mining", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SEP14257, Volume 3 Issue 9, September 2014, 862 - 865

86 PDF Views | 70 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Decision tree'

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 9, September 2020

Pages: 759 - 761

Empirical Study of Fake Reviews Detection of Online Reviews from E-Commerce Website

Phani K. Cheruku, Atul Kumar

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1403 - 1405

A Framework On: Decision Tree for Dynamic Uncertain Data

Megha Pimpalkar, Garima Singh

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 2196 - 2199

A Cumulative Study on Counter Measure Technique for DOS Attacks Using Software Puzzle

Jyoti B. Shende, S. V. Todkari

Share this Article

Similar Articles with Keyword 'Data stream'

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 1, January 2016

Pages: 1652 - 1658

Multiple Instruction Multiple Data (MIMD) Implementation on Clusters of Terminals

Sudhir Kumar Meesala, Dr. Pabitra Mohan Khilar, Dr. A. K. Shrivastava

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 1883 - 1887

Lightning CEP - Designing Filter and Window Operations

Vikas Kale, Kishor Shedge

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 1888 - 1891

Lightning CEP - Joining on High Velocity Stream

Vikas Kale, Kishor Shedge

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1233 - 1237

Novel Class Detection for Feature Evolving Data Streams

Harshada Wagaskar, Prof. Gayatri Bhandari

Share this Article

Research Proposals or Synopsis, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1219 - 1223

Lightning CEP - High Performance & Low Latency Complex Event Processor

Vikas Kale, Kishor Shedge

Share this Article

Similar Articles with Keyword 'Gaussian approximation'

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 1925 - 1927

Survey on Secured Association Rule Mining in Partitioned Database

Gurpreet Kaur Bhatti, Prof. Ravi Patki

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 862 - 865

Survey on Gaussian Estimation Based Decision Trees for Data Streams Mining

Poonam M Jagdale, Devendra P Gadekar

Share this Article

Similar Articles with Keyword 'Information gain'

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 2196 - 2199

A Cumulative Study on Counter Measure Technique for DOS Attacks Using Software Puzzle

Jyoti B. Shende, S. V. Todkari

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 1925 - 1927

Survey on Secured Association Rule Mining in Partitioned Database

Gurpreet Kaur Bhatti, Prof. Ravi Patki

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 1846 - 1849

An Innovative Technique to Detect Malicious Applications in Android

Sharvari Prakash Chorghe, Dr. Narendra Shekokar

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1172 - 1178

Enriching Web Interesting Pattern Mining Using Vertical Transaction Process

Sonali Abhane, P. D. Lambhate

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 862 - 865

Survey on Gaussian Estimation Based Decision Trees for Data Streams Mining

Poonam M Jagdale, Devendra P Gadekar

Share this Article
Top