C4.5 Algorithm Modeling for Decision Tree Classification Process against Status UKM

Zulham Sitorus, Kana Saputra S., Indri Sulistianingsih

2018

Abstract

Decision Tree is a tree structure, in which each tree node presents the attribute that has been tested. C4.5 Algorithm is an algorithm used to form decision tree. This study was conducted to study the classification of decision with C4.5 Algorithm which is implemented in analysing the survival of the UKM that recorded in public Official UKM. Data collected through library and field research. Then the historical data will be implemented into the data mining classification technique. The result of data mining test using decision tree classification with C4.5 Algorithm able to describe from root node to tree structure that determine the survive or not survive of the UKM.

Paper Citation

in Harvard Style

Sitorus Z., S. K. and Sulistianingsih I. (2018). C4.5 Algorithm Modeling for Decision Tree Classification Process against Status UKM. 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 536-540. DOI: 10.5220/0010046105360540

in Bibtex Style

@conference{icest18,
author={Zulham Sitorus and Kana Saputra S. and Indri Sulistianingsih},
title={C4.5 Algorithm Modeling for Decision Tree Classification Process against Status UKM},
booktitle={Proceedings of the 3rd International Conference of Computer, Environment, Agriculture, Social Science, Health Science, Engineering and Technology - Volume 1: ICEST,},
year={2018},
pages={536-540},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010046105360540},
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 - C4.5 Algorithm Modeling for Decision Tree Classification Process against Status UKM
SN - 978-989-758-496-1
AU - Sitorus Z.
AU - S. K.
AU - Sulistianingsih I.
PY - 2018
SP - 536
EP - 540
DO - 10.5220/0010046105360540