Classification and Regression: Money *can* Grow on Trees.
Johannes GehrkeWei-Yin LohRaghu RamakrishnanPublished in: KDD Tutorial Notes (1999)
Keyphrases
- decision trees
- model selection
- support vector
- tree ensembles
- classification accuracy
- image classification
- feature extraction
- support vector regression
- regression problems
- support vector machine svm
- target variable
- classification systems
- automatic classification
- pattern classification
- classification method
- class labels
- machine learning algorithms
- text classification
- support vector machine
- feature vectors
- preprocessing
- pattern recognition
- neural network
- tree induction
- classification process
- training data
- classification scheme
- linear regression
- benchmark datasets
- unsupervised learning
- nearest neighbor
- training set