On spectral clustering under non-isotropic Gaussian mixture models

Kohei Kawamoto, Yuichi Goto, Koji Tsukuda

We evaluate the misclustering probability of a spectral clustering algorithm under a Gaussian mixture model with a general covariance structure. The algorithm partitions the data i…