Machine Learning, Artificial Intelligence, Pca Analysis, Data Science, Support Vector Machine.
support vectors. Kernel Trick SVMs can handle non-linear data by mapping it into a higher-dimensional space through the kernel trick. This transformation enables SVMs to find hyperplanes in the new space, effectively handling complex decision boundaries. Here are common types of kernels used in