Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction

Ruixing Cao, Akifumi Okuno, Kei Nakagawa +1

For supervised classification problems, this paper considers estimating the query's label probability through local regression using observed covariates. Well-known nonparametric k…