_PROBLEM CoEPrA-2006_Classification_002

_GROUP_NAME B.D. Kulkarni

_GROUP_MEMBERS 
B.D. Kulkarni
V.K. Jayaraman
Ankur Gupta
P.S. Shelokar


_ADDRESS
Chemical Engineering & Process Development Division
National Chemical Laboratory
Pune 411 008,
India
Telephone No: 91-20-25902731
Fax No   : 91-20-25902612  
Email: V.K. Jayaraman: vk.jayaraman@ncl.res.in ; vkjayaram@yahoo.com
 B.D. Kulkarni:  bd.kulkarni@ncl.res.in
 P.S. Shelokar:  ps.shelokar@ncl.res.in
 Ankur Gupta  :  Ankur.Gupta@iitkgp.ac.in

_MODELING_PROCEDURE
No new descriptors are used in modeling.
Feature Extraction by Principal Component Analysis (PCA)
Selection of principal coefficients by Simulated Annealing + SVM (Wrapper Approach)
5-folds cross-validation procedure to generate SVM Classification model

_PREDICTION
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