‘Misclassification Error' Greedy Heuristic to Construct Decision Trees for Inconsistent Decision Tables.
Mohammad AzadMikhail Ju. MoshkovPublished in: KDIR (2014)
Keyphrases
- decision table
- greedy heuristic
- decision trees
- misclassification error
- decision rules
- np hard
- greedy algorithm
- generalization error
- naive bayes
- misclassification costs
- rough set theory
- knapsack problem
- training data
- soft margin
- training set
- optimal solution
- classification rules
- lower bound
- ensemble methods
- information gain
- attribute selection
- probability estimation
- cost sensitive
- machine learning
- base classifiers
- random forest
- genetic algorithm
- neural network
- data sets
- attribute values
- cross validation
- unlabeled data
- model selection
- rough sets
- support vector machine
- bayesian networks