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Searched for: [ Keywords: "a tennis tournament" ] clear all
Open Access Journal Article
Analysis of Tennis Competition Based on PCA Algorithm and Entropy Weight Method
by Heyuan Zhang , Yida Ding  and  Mengyuan An
Abstract
With the development of the economy, people's living standards continue to improve, and they have a certain amount of time to improve themselves and cultivate their interests and hobbies. Tennis is a sport and people's attention to it is constantly increasing. In this study, we analyzed tennis match data to answer various questions related to tennis. Firstly, in response to the [...] Read more

Open Access Journal Article
Analysis of Tennis Competition Situation Based on Adboost-BP Neural Network
by Yida Ding , Heyuan Zhang , Mengyuan An , Jinxiao Chu , Zihao Zhang  and  Chenglu Miao
Abstract
In this study, we analyzed tennis match data to answer various questions related to tennis. Firstly, we constructed a model to capture the process of the game and evaluate the performance of players. By preprocessing and analyzing the data, including eliminating outliers, filling in missing values, and standardizing the data, we obtained prepared analytical data. Subsequently, [...] Read more