Kernel methods represent a cornerstone in modern machine learning, enabling algorithms to efficiently derive non-linear patterns by implicitly mapping data into high‐dimensional feature spaces.

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of Nadaraya-Watson kernel regression using the C# language. NW kernel regression is simple to implement and is ...

Yenming J. Chen, Yeong-Cheng Liou, Wen-Hsien Ho, Jinn-Tsong Tsai, Chia-Chuan Liu, Kao-Shing Hwang, Non-destructive acoustic screening of pineapple ripeness by unsupervised machine learning and Wavelet ...