Patchanok Srisuradetchai

Random kernel k-nearest neighbors regression

2024 · Frontiers in Big Data

The k-nearest neighbors (KNN) regression method, known for its nonparametric nature, is highly valued for its simplicity and its effectiveness in handling complex structured data, particularly in big data contexts. However, this method is susceptible …