Title:
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NODE COLOR ASSIGNEMENT FOR DECISION TREE STRUCTURE |
Author(s):
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Jeong Joong Lee, Seung Gyu Kim, Beom Seok Lee, Naveed Ejaz, Joon Yeon Choeh, Cheol Whan Lee, Myung Ho Lee, Sung Wook Baik |
ISBN:
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978-972-8939-48-9 |
Editors:
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Yingcai Xiao |
Year:
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2011 |
Edition:
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Single |
Keywords:
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Data mining, Decision tree, Visualization, color assignment, classification model |
Type:
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Short Paper |
First Page:
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276 |
Last Page:
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280 |
Language:
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English |
Cover:
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Full Contents:
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click to dowload
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Paper Abstract:
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This paper presents a novel method to assign color information to nodes of a decision tree using YUV color model. Decision trees for data classification are easy to understand and interpret as compared to the results of other data mining methods. However, new representations of decision trees are required as their forms become more complicated when multivariate and massive data sets are processed. The main contribution of this paper is to develop a new YUV based color coordinate system and a node color assignment algorithm for new visualization approaches that can substitute decision tree styled presentation. |
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