Functional data, which provides information about curves, surfaces or anything else varying over a continuum, has become commonly encountered type of data. The k-nearest neighbor (kNN) method, as nonparametric one the most popular supervised machine learning algorithms used to solve both classification and regression problems. This paper is devoted estimators functional model when observed vari...