search query: @indexterm data mining / total: 29
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| Author: | Sörenssen, K. Janssens, G.K. |
| Title: | Data mining with genetic algorithms on binary trees |
| Journal: | European Journal of Operational Research
2003 : DEC, VOL. 151:2, p. 253-264 |
| Index terms: | Data mining Algorithms |
| Language: | eng |
| Abstract: | This paper focuses on the automatic interaction detection (AID)-technique, belonging to the class of decision tree data mining techniques. The AID-technique explains the variance of a dependent variable through an exhaustive and repeated search of all possible relations btw. the (binary) predictor variables and the dependent variable. This search results in a tree in which non-terminal nodes represent the binary predictor variables, edges represent the possible values of these predictor variables and terminal nodes or leafs correspond to classes of subjects. |
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