An Empirical Investigation of the Sensitivity of Inductive Decision Trees.
Ashraf H. AbdelwahabAhmed Z. EmamHokey MinAdel Said ElmaghrabyPublished in: IS (2000)
Keyphrases
- decision trees
- constructive induction
- machine learning
- feature construction
- decision tree induction
- inductive learning
- random forests
- random forest
- logistic regression
- sensitivity analysis
- rule learning
- machine learning algorithms
- naive bayes
- high sensitivity
- decision tree learning
- decision rules
- decision tree algorithm
- predictive accuracy
- training data
- rule induction
- classification rules
- training set
- ensemble methods
- concept learning
- induction algorithms
- boosted decision trees
- functional programs
- base classifiers
- data mining methods
- expert systems
- databases
- classification trees
- inductive logic programming
- rule sets
- case study
- inductive reasoning
- deductive reasoning
- database