A Brain Computer Interface (BCI) with seizure prediction. A digital image processing method is to be used in. In machine learning, multiple kernel learning- support vector machines (MKL-SVMs, also support vector networks]) are supervised learning models with associated learning algorithms that analyze data used for classification and regression analysis. The clustering algorithm which provides an improvement to the support vector machines is called support vector clustering and is often used in industrial applications either when data is not labeled or when only some data is labeled as a preprocessing for a classification pass. Epilepsy is characterized by a long-term risk of recurrent seizures. These seizures may present in several ways depending on the part of the brain involved and the person's age.