Research of Clothing Sales Prediction and Analysis Based on ID3 Decision Tree Algorithm

DOI

10.2991/isci-15.2015.42How to use a DOI?

Keywords

ID3 Algorithm; Decision Tree; Data Mining; Prediction Model

Abstract

This paper begins with the introduction of the classical algorithm of ID3 decision trees, which is widespread used into data mining. Through a study on the information gain of the noisy data, ID3 algorithm is used to create a corresponding model and an analysis model of prediction that applies to the reality

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Fangshuai Sun
AU  - Yi Liu
AU  - Saiyin Xurigan
AU  - Qing Zhang
PY  - 2015/01
DA  - 2015/01
TI  - Research of Clothing Sales Prediction and Analysis Based on ID3 Decision Tree Algorithm
BT  - Proceedings of the 2015 International Symposium on Computers & Informatics
PB  - Atlantis Press
SP  - 303
EP  - 310
SN  - 2352-538X
UR  - https://doi.org/10.2991/isci-15.2015.42
DO  - 10.2991/isci-15.2015.42
ID  - Sun2015/01
ER  -