PENGEMBANGAN SISTEM INFORMASI CLUB RENANG DENGAN METODE KLASIFIKASI DECISION TREE UNTUK PENENTUAN KELAS PENDAFTARAN BARU

Lusian Nandang Arjamulia, Chrystia Aji Putra, Muhammad Muharrom Al Haromainy
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Abstract

The increase development of information technology has had many impact on various aspects including sports. Management of digitalized sports clubs can make the system more accessible and well documented. The swimming club information system with new registration class classifications is made based on the club requirement. The class determination system was created to facilitate class classification for new members so as not to harm the monthly dues and training portion. The decision tree algorithm is used in making class classification models. Variables for making classifications were obtained based on the number of achievements, 50m freestyle time, mastered style and training distance with three classes namely beginner, semi-achievement and achievement. The classification with C4.5 algorithm, produces an accuracy of 100%. This mean that the C4.5 algorithm can classify new registration classes well.
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利用决策树分类法开发用于确定新注册级别的游泳俱乐部信息系统
信息技术的日益发展对包括体育在内的各个方面产生了许多影响。数字化体育俱乐部的管理可以使系统更易于使用和记录。游泳俱乐部信息系统的新注册等级分类是根据俱乐部的要求制定的。建立等级确定系统是为了方便对新会员进行等级分类,以免损害月会费和培训部分。分类模型采用决策树算法。用于分类的变量是根据成绩数、50 米自由泳时间、掌握的风格和训练距离获得的,分为三个等级,即初学者、半成功者和成功者。使用 C4.5 算法进行分类的准确率为 100%。这意味着 C4.5 算法能够很好地划分新注册类别。
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