Clustering, Spectral Clustering, Machine Learning, Data Science, Python.
Kernel-based spectral clustering addresses this issue by incorporating a kernel function that maps the data into a higher-dimensional feature space where it can be linearly separable. By using a kernel function like the radial basis function (RBF) or polynomial kernel, the data is transformed,