Consensus–relevance kNN and covariate shift mitigation

Classification and regression algorithms based on k -nearest neighbors (k NN ) are often ranked among the top-10 Machine learning algorithms, due to their performance, flexibility, interpretability, non-parametric nature, and computational efficiency. Nevertheless, in existing k NN algorithms, the k...

Ausführliche Beschreibung