_PROBLEM CoEPrA-2006_Classification_001

_GROUP_NAME Bhaskar Kulkarni

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

_ADDRESS
V.K. Jayaraman
B.D. Kulkarni
Senior Scientists

P.S. Shelokar
Senior Research Fellow

Ankur Gupta
(Summer Trainee, Chemical Engineering, IIT Kharagpur)

Chemical Engineering and Process Development Division,
National Chemical Laboratory,
Dr. Homi Bhabha Road,
Pune-411008,
Maharashtra,
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 used.
Preprocessing: The data was linearly scaled from 0 to 1.
Descriptor Selection: Ant Colony Optimization and SVM filter methods 
(using WEKA, Witten, I.H. and Frank,E. (2005) Data Mining: Practical 
machine learning tools and techniques, 2nd Edition, Morgan Kaufmann, San 
Francisco, 2005.) have been used for descriptor Selection
Validation Procedure: Average accuracy on 1000 random splits of 69 
training and 20 testing splits
Modeling Procedure: Support Vector Machines has been used as a 
classifier using an implementation of LIBSVM (Chih-Chung Chang and Chih-Jen 
Lin, LIBSVM : a library for support vector machines, 2001. Software 
available at http://www.csie.ntu.edu.tw/~cjlin/libsvm)
Calibration Statistics: Linear Kernel with C=100 was used.

_PREDICTION
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