Strategic induction of decision trees
D McSherry�- Knowledge-Based Systems, 1999 - Elsevier
… It is argued in this paper that for problem-solving behaviour based on an induced decision
tree to … used in the induction process must reflect the problem-solving strategies of the expert. …
tree to … used in the induction process must reflect the problem-solving strategies of the expert. …
Incremental induction of decision trees
PE Utgoff�- Machine learning, 1989 - Springer
… algorithm for inducing decision trees equivalent to those … decision tree can be seen as a
divide-andconquer strategy for object classification. Formally, one can define a decision tree …
divide-andconquer strategy for object classification. Formally, one can define a decision tree …
Application of decision-tree induction techniques to personalized advertisements on internet storefronts
… on Internet storefronts using machine learning techniques, and especially decisiontree
induction techniques. Using tree induction techniques, data-mining tools can generate marketing …
induction techniques. Using tree induction techniques, data-mining tools can generate marketing …
Explanation of attribute relevance in decision-tree induction
D McSherry�- Research and Development in Intelligent Systems XVIII�…, 2002 - Springer
… selection in strategic induction may be beneficial in terms of accuracy and efficiency of the
induced decision trees. We present a new algorithm for strategic induction of decision trees …
induced decision trees. We present a new algorithm for strategic induction of decision trees …
[PDF][PDF] Simplifying decision trees: A survey
LA Breslow, DW Aha�- Knowledge engineering review, 1997 - Citeseer
… Induced decision trees are an extensively-researched solution to classi cation tasks. For …
search strategy. The bottom-up pruning strategy starts with the lowest internal nodes in the tree (…
search strategy. The bottom-up pruning strategy starts with the lowest internal nodes in the tree (…
A system for induction of oblique decision trees
… inducing decision trees follow an approach described by Quinlan as top-down induction of
decision trees (… compare OC1’s search strategy with that of two existing oblique decision tree …
decision trees (… compare OC1’s search strategy with that of two existing oblique decision tree …
[HTML][HTML] Strategy representation by decision trees in reactive synthesis
… decisions of strategies, and are notoriously hard to minimize to obtain succinct representation.
In this work we propose decision trees for strategy … unfolds induces any information gain. …
In this work we propose decision trees for strategy … unfolds induces any information gain. …
A case study of strategic induction: the roman numerals data set
D McSherry�- Research and Development in Intelligent Systems XVII�…, 2001 - Springer
… induced decision tree to be easily explained, the induction process should reflect the
problem-solving strategies … ], an algorithm for induction of decision trees in which attribute …
problem-solving strategies … ], an algorithm for induction of decision trees in which attribute …
[PDF][PDF] Ordered Decision Trees Induction
P Torres - 2010 - Citeseer
… In 1986 Quinlan introduced ID3 [16][17], an algorithm for inducing decision trees. In 1993 …
strategy as being the best one, but exhibit differences in the ranking of the remaining strategies…
strategy as being the best one, but exhibit differences in the ranking of the remaining strategies…
Classification for talent management using decision tree induction techniques
… This study discusses the classification of using decision tree induction approach. Prediction
… of the induced trees is significantly reduced when a different pruning strategy is adopted. …
… of the induced trees is significantly reduced when a different pruning strategy is adopted. …
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