Application of Decision Tree of Classification English Premier League

Syaiful Bahri, Maya Silvi Lydia, Rahmat Widia Sembiring

2018

Abstract

Football today has become a hobby for most people. For people who are very hobby will always be waiting for the results of the final standings of the league's favorite club and hopes to become champion. Results standings each season can be analyzed based on the attributes of the table standings. With a set of results of the standings, each season can be classified how big the club is able to become a champion by most dominant.Penelitian attributes using classification method C4.5 decision tree algorithm using software RapidMiner 8.1. The dataset used is club Manchester United's season from 1992 through 2016, the number of goals that are created, the number of goals conceded, the number of points and the status of champions or not at the end of the season. The results of the study with the algorithm C4. 5 show that the club will be able to become a champion at season's end goal number above 65 and points earned over 89 points. If the number of points at the end of the season under 65, then the club has never been champions at the end of the season.

Paper Citation

in Harvard Style

Bahri S., Lydia M. and Sembiring R. (2018). Application of Decision Tree of Classification English Premier League. In Proceedings of the 3rd International Conference of Computer, Environment, Agriculture, Social Science, Health Science, Engineering and Technology - Volume 1: ICEST, ISBN 978-989-758-496-1, pages 452-456. DOI: 10.5220/0010044704520456

in Bibtex Style

@conference{icest18,
author={Syaiful Bahri and Maya Silvi Lydia and Rahmat Widia Sembiring},
title={Application of Decision Tree of Classification English Premier League},
booktitle={Proceedings of the 3rd International Conference of Computer, Environment, Agriculture, Social Science, Health Science, Engineering and Technology - Volume 1: ICEST,},
year={2018},
pages={452-456},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010044704520456},
isbn={978-989-758-496-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference of Computer, Environment, Agriculture, Social Science, Health Science, Engineering and Technology - Volume 1: ICEST,
TI - Application of Decision Tree of Classification English Premier League
SN - 978-989-758-496-1
AU - Bahri S.
AU - Lydia M.
AU - Sembiring R.
PY - 2018
SP - 452
EP - 456
DO - 10.5220/0010044704520456