Attribute Weighting: A Method of Applying Domain Knowledge in the Decision Tree Process.
Caroline St. ClairChengwen LiuNiki PissinouPublished in: CIKM (1998)
Keyphrases
- domain knowledge
- prior knowledge
- decision trees
- experimental evaluation
- classification method
- detection method
- high accuracy
- machine learning
- recognition process
- significant improvement
- high precision
- classification accuracy
- extracted knowledge
- weighting scheme
- decision rules
- clustering method
- support vector machine
- computational cost
- dynamic programming
- pairwise
- preprocessing
- support vector machine svm
- knn
- segmentation method
- probabilistic model
- optimization method
- optimization process
- similarity measure