Complete example for classification using n-fold cross validation

This code does the following:

• Automatic parameters selection for for c and gamma
• Classification using n-fold cross validation
• Make confusion matrix
• Dimensionality reduction of the data using MDS
• Plot the classification results in 2D dimension