Weighted k-nearest neighbors regression is probably best explained by using a concrete example. Suppose that your data has just two predictor variables (rather than five as in the demo) and you set k ...

Scientists in Iraq used a k-Nearest Neighbors algorithm to evaluate the operational status of PV modules under various conditions, including partial shading, open circuit, and short circuit scenarios.