IJSDR
IJSDR
INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15

Issue: March 2024

Volume 9 | Issue 3

Impact factor: 8.15

Click Here For more Info

Imp Links for Author
Imp Links for Reviewer
Research Area
Subscribe IJSDR
Visitor Counter

Copyright Infringement Claims
Indexing Partner
Published Paper Details
Paper Title: A REVIEW ON CLASS IMBALANCE LEARNING IN KNOWLEDGE DISCOVERY
Authors Name: R. BuliBabu , Dr. Mohammed Ali Hussain
Unique Id: IJSDR1603032
Published In: Volume 1 Issue 3, March-2016
Abstract: Data Mining and Knowledge Discovery is an ever growing field from past few decades. The data sources used for knowledge discovery are rapidly changing due to tremendous developments in the field of science and technology. Class Imbalance learning and its shortcomings for the knowledge discovery with traditional algorithms are exposed over the last few years. In this paper, we provide a comprehensive review of current methods for constructing models for learning from class imbalanced data. Our focus is to provide a critical review of the nature of the problem, the state-of-the-art technologies, and the current assessment metrics used to evaluate learning performance under the imbalanced learning scenario.
Keywords: Classification, class imbalance, under-sampling, over-sampling, Class Imbalance Learning (CIL)
Cite Article: "A REVIEW ON CLASS IMBALANCE LEARNING IN KNOWLEDGE DISCOVERY", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.1, Issue 3, page no.163 - 170, March-2016, Available :http://www.ijsdr.org/papers/IJSDR1603032.pdf
Downloads: 000336256
Publication Details: Published Paper ID: IJSDR1603032
Registration ID:160085
Published In: Volume 1 Issue 3, March-2016
DOI (Digital Object Identifier):
Page No: 163 - 170
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631

Click Here to Download This Article

Article Preview

Click here for Article Preview







Major Indexing from www.ijsdr.org
Google Scholar ResearcherID Thomson Reuters Mendeley : reference manager Academia.edu
arXiv.org : cornell university library Research Gate CiteSeerX DOAJ : Directory of Open Access Journals
DRJI Index Copernicus International Scribd DocStoc

Track Paper
Important Links
Conference Proposal
ISSN
DOI (A digital object identifier)


Providing A digital object identifier by DOI
How to GET DOI and Hard Copy Related
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Creative Commons License
This material is Open Knowledge
This material is Open Data
This material is Open Content
Social Media
IJSDR

Indexing Partner