Low Cost Journal,International Peer Reviewed and Refereed Journals,Fast Paper Publication approved journal IJEDR(ISSN 2321-9939) apply for ugc care approved journal, UGC Approved Journal, ugc approved journal, ugc approved list of journal, ugc care journal, care journal, UGC-CARE list, New UGC-CARE Reference List, UGC CARE Journals, ugc care list of journal, ugc care list 2020, ugc care approved journal, ugc care list 2020, new ugc approved journal in 2020, Low cost research journal, Online international research journal, Peer-reviewed, and Refereed Journals, scholarly journals, impact factor 7.37 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool)
(International Peer Reviewed,Refereed, Indexed, Citation Open Access Journal)
ISSN: 2321-9939 | ESTD Year: 2013

Current Issue

Call For Papers
January 2021

Volume 9 | Issue 1
Last Date : 29 January 2021
Review Results: Within 12-20 Days

For Authors


Indexing Partner

Research Area


Paper Details
Paper Title
Classification of brain MRI images by comparing SVM classifier and PNN classifier using Confusion Matrix
  Ms. Ashwini J. Sankhe,  Prof. S.K. Bhatia

Image classification will be used for automated visual inspection to classify MRI images. It will be performed through textures analysis and probabilistic neural network as well as support vector machine. The textures are extracted using co-occurrence features. There are 6 classes of brain MRI having different brain disease. The proposed method contains HARVARD Database contains training and testing images. After feature extraction, confusion matrix is plotted with the help of training data and testing data. Confusion matrix gives accuracy for each class and also gives overall accuracy for support vector machine and probabilistic neural network

Keywords- GLCM, Feature Extraction, MRI, Confusion matrix, SVM Classifier, PNN Classifier
Publication Details
Unique Identification Number - IJEDR1601039
Page Number(s) - 223-230
Pubished in - Volume 4 | Issue 1 | February 2016
DOI (Digital Object Identifier) -   
Publisher - IJEDR (ISSN - 2321-9939)
Cite this Article
  Ms. Ashwini J. Sankhe,  Prof. S.K. Bhatia,   "Classification of brain MRI images by comparing SVM classifier and PNN classifier using Confusion Matrix", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.4, Issue 1, pp.223-230, February 2016, Available at :http://www.ijedr.org/papers/IJEDR1601039.pdf
Share This Article

Article Preview

ISSN Details

DOI Details

Providing A digital object identifier by DOI
How to get DOI?

For Reviewer /Referral (RMS)

Important Links

NEWS & Conference

Digital Library

Our Social Link

© Copyright 2021 IJEDR.ORG All rights reserved