id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
ajst-26753	Hou, Shuting; Lan, Xile; Zhang, Huiyao; Luo, Xingying	Competitive Sports Research Based on Data Analytics and Machine Learning Models	2024	5	.pdf	application/pdf	1891	95	51	Furthermore, to assess player scores, 16 metrics are implemented, conventional machine learning models underwent training, and the top-performing LightGBM model is chosen, indicating the impact of each metric on the score. Machine learning models, in contrast to conventional statistical models, possess parallel computing capabilities, enhancing the speed of handling extensive sports data and lessening the training duration and resources required for the model.	cache/ajst-26753.pdf	txt/ajst-26753.txt