Design and evaluation of visualization support to facilitate decision trees classification.
Yan LiuGavriel SalvendyPublished in: Int. J. Hum. Comput. Stud. (2007)
Keyphrases
- decision trees
- decision rules
- neural network
- machine learning
- machine learning algorithms
- design tools
- classification scheme
- predictive accuracy
- feature vectors
- pattern recognition
- user centered
- decision tree learning algorithm
- training set
- decision tree classifiers
- decision tree induction
- feature selection
- automatic classification
- pattern classification
- classification method
- design process
- support vector machine svm
- support vector machine
- classification accuracy
- user interface
- classification algorithm
- machine learning methods
- feature extraction
- case study
- data visualization
- data sets
- data mining
- rule induction
- visual analytics