🏯 Kernel Regression

Theory §

Kernel Regression is similar to 🏠 K-Nearest Neighbors. However, instead of a hard cutoff, we get the average across all data points weighted by their similarity as measured by 🍿 Kernels.

Prediction §

Given input and training data ,

1. For regression, return

2. For classification, return