Data mining criteria for tree-based regression and classification.
Andreas BujaYung-Seop LeePublished in: KDD (2001)
Keyphrases
- data mining
- support vector
- regression model
- model selection
- image classification
- data preprocessing
- classification accuracy
- decision trees
- machine learning
- pattern recognition
- multi variate
- classification scheme
- data mining methods
- classification algorithm
- classification method
- text classification
- automatic classification
- regression problems
- neural network
- feature extraction
- numeric values
- knowledge discovery in databases
- support vector machine
- data analysis
- preprocessing
- feature vectors
- benchmark datasets
- supervised learning
- rough sets
- support vector machine svm
- classification models
- data mining applications
- knn
- cluster analysis
- k nearest neighbour
- training set
- data pre processing
- classification rules
- discovering patterns