Compression-based methods for nonparametric density estimation, on-line prediction, regression and classification for time series.
Boris RyabkoPublished in: ITW (2008)
Keyphrases
- neural networks and support vector machines
- machine learning methods
- density estimation
- classification method
- cross validation
- machine learning algorithms
- multi variate
- data mining
- model selection
- text classification
- supervised learning
- classification accuracy
- feature selection
- machine learning
- decision trees
- statistical models
- clustering algorithm
- linear regression
- regression method
- information retrieval