... diagnosis tasks.Acknowledgments The paper is partially supported by the GRF fund from the HKSAR Government, the central fund from the HongKong Polytechnic University, the National S&T Major projectof ... 7Input: The unclassified sample x, the training samples X ={x1, , xn} with the corresponding classlabels{y1, , yn}, the regularization parameter η, the kernel parameter σ, and the number ... methodsoutperform all the other methods in term of the overallaverage classification accuracy.5. ConclusionBy incorporating the state-of -the- art time series matchingmethod with the advanced KNN...