EEG-Based Epilepsy Recognition via Multiple Kernel Learning

Algorithm 2.

SR-MKL-SVM.

Input: Dataset , parameters and

Output: Weight , classifier parameter , style transformation matrix

1. Set

2. Set ,

3. Repeat

4.   Calculate the value of the objective function

5.   Update and by (11)

6.   Update by (14) and the synthetic kernel matrix by (11)

6. Until (Iteration count reaches its maximum)

Algorithm 2.