Application of KNN Algorithm in Diabetes Prediction

Abstract

Artificial intelligence technology realizes disease prediction through technical means in massive medical data, providing an important basis for auxiliary treatment. The article analyzes the process of the machine classification algorithm KNN algorithm, as well as specific examples in diabetes data. By dividing the diabetes data set, calculate the K value in the KNN algorithm, and determine the best k value to achieve the optimal accuracy. Through experiments, it is verified that the KNN algorithm is effective in predicting diabetes on the diabetes data set.