An Integrated Framework for Simultaneous Classification and Regression of Time-Series Data.
Zubin AbrahamPang-Ning TanPublished in: SDM (2010)
Keyphrases
- model selection
- multi variate
- support vector
- classification method
- feature selection
- regression problems
- classification accuracy
- machine learning
- pattern recognition
- decision trees
- pattern classification
- dimension reduction
- classification algorithm
- feature vectors
- neural network
- feature space
- target variable
- classification rate
- classification scheme
- classification models
- classification and regression problems
- logistic regression
- regression model
- image classification
- text classification
- training samples
- support vector machine
- multi class
- feature set
- radial basis function network
- regression method
- gaussian processes
- decision rules
- class imbalance
- machine learning algorithms
- cost sensitive
- benchmark datasets
- cross validation