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KDD
1995
ACM
176views Data Mining» more  KDD 1995»
15 years 8 months ago
MDL-Based Decision Tree Pruning
This paper explores the application of the Minimum Description Length principle for pruning decision trees. We present a new algorithm that intuitively captures the primary goal o...
Manish Mehta 0002, Jorma Rissanen, Rakesh Agrawal
103
Voted
KDD
1995
ACM
97views Data Mining» more  KDD 1995»
15 years 8 months ago
Exploiting Visualization in Knowledge Discovery
Todate visualization has not been extensively harnessed in knowledge discovery in databases (KDD). In this paper, we show that a multidimensional visualization (MDV) technique can...
Hing-Yan Lee, Hwee-Leng Ong, Lee-Hian Quek
KDD
1995
ACM
133views Data Mining» more  KDD 1995»
15 years 8 months ago
Feature Subset Selection Using the Wrapper Method: Overfitting and Dynamic Search Space Topology
In the wrapperapproachto feature subset selection, a searchfor an optimalset of features is madeusingthe induction algorithm as a black box. Theestimated future performanceof the ...
Ron Kohavi, Dan Sommerfield
KDD
1995
ACM
87views Data Mining» more  KDD 1995»
15 years 8 months ago
Conceptual Clustering in Structured Databases: A Practical Approach
A. Ketterlin, Pierre Gançarski, Jerzy J. Ko...