ConfDTree: A Statistical Method for Improving Decision Trees.
Gilad KatzAsaf ShabtaiLior RokachNir OfekPublished in: J. Comput. Sci. Technol. (2014)
Keyphrases
- decision trees
- detection method
- synthetic data
- experimental evaluation
- statistical information
- computationally efficient
- similarity measure
- computational cost
- significant improvement
- high accuracy
- error rate
- probabilistic model
- segmentation method
- multiresolution
- pairwise
- preprocessing
- classification method
- support vector machine
- cross validation
- decision rules
- statistical methods
- clustering method
- optimization algorithm
- theoretical analysis
- mutual information
- semi supervised
- data mining
- cost function
- prior knowledge
- k means
- training data
- feature extraction
- feature selection