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INTERNATIONAL JOURNAL OF ENGINEERING DEVELOPMENT AND RESEARCH
(International Peer Reviewed,Refereed, Indexed, Citation Open Access Journal)
ISSN: 2321-9939 | ESTD Year: 2013

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

Abstract
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
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