The 5 Steps in Natural Language Processing NLP Considering these metrics in mind, it helps to evaluate the performance of an NLP model for a particular task or a variety of tasks. KNN, a non-parametric algorithm for classification and regression, operates on the natural language processing algorithms premise that similar entities are proximate. Commonly employed in text classification within NLP, KNN leverages the proximity principle to make predictions based on the characteristics of neighboring data…