Concepedia

An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models

Johan Huysmans, Karel Dejaeger, Christophe Mues, Jan Vanthienen, Bart Baesens

Decision Support Systems · 2010 · 421 citations · 59 references

Concepts

ComputingComputer ScienceDecision SciencesDecision AnalysisDecision Support SystemsMachine LearningData PreprocessingData-based Decision MakingDecision ModelingDecision SupportDecision TreesExpert SystemsDecision Rule ModelingDecision RulesDecision Tree ClassificationDecision-tree AnalysisEmpirical EvaluationInterpretability Of TreesRule Extraction From Trees

References

59

Classification and Regression Trees.

John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations

Computing, Computer Science, Mathematics +13

Classification and regression trees

J. Praagman · European Journal of Operational Research · 1985 · 10.2K citations

Computing, Computer Science, Machine Learning +10

Cognitive Load During Problem Solving: Effects on Learning

John Sweller · Cognitive Science · 1988 · 8.4K citations · Full text

Social Sciences, Educational Psychology, Psychology +13

Lecture Notes in Artificial Intelligence

Patrick Brézillon, Paolo Bouquet · 1999 · 7.4K citations

Computing, Computer Science, Artificial Intelligence +9

Task-Technology Fit and Individual Performance

Dale L. Goodhue, Ronald L. Thompson · MIS Quarterly · 1995 · 5.8K citations

Business, Information Systems, Information Technology +13