Which classification is best

I am working on Classification for set of data I have 52x10 values

When i used SVM FOR classification it classifies wrongly ,whereas knn gives accurate result,

my data consists of 2 groups

but i want to use SVM,only

please tell how to get exact classification using SVM

Answer 1

[Shashank Prasanna]

Your mileage will vary based on the SVM options and the data itself. Exact results may not always mean accurate since you don't want to be over fitting.

You can start by playing around with different options such as choosing a different kernel among other parameters:

http://www.mathworks.com/help/stats/svmtrain.html#namevaluepairarguments

Also here are the different properties of different classifiers you may be interested in:

http://www.mathworks.com/help/stats/supervised-learning-machine-learning-workflow-and-algorithms.html#bswluh9