The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression.
Ran El-YanivYonatan GeifmanYair WienerPublished in: CoRR (2017)
Keyphrases
- support vector
- target variable
- prediction accuracy
- pattern recognition
- model selection
- classification accuracy
- classification method
- radial basis function network
- regression problems
- automatic classification
- support vector machine
- decision rules
- benchmark datasets
- training samples
- text classification
- classification scheme
- ensemble classifier
- neural network
- neural networks and support vector machines
- pattern classification
- numeric values
- machine learning methods
- regression model
- decision trees
- supervised learning
- feature vectors
- feature selection
- classification and regression problems
- multi variate
- confusion matrix
- similarity measure
- preprocessing
- regression method
- active learning
- gaussian processes
- image classification
- linear regression
- classification rules