PREDICTING THE FLOW OF TENNIS PLAYER’S CARIER USING DATA MINING

Abstract

This paper describes the process of clustering using of tennis players based on selected physical characteristics and playing styles. A regression curve was created for each cluster, which indicates the dependence of the players' success through the seasons. The entire process was validated using the leave-one-out method. All steps of the system are described and visualized in detail.