Statistical models and learning algorithms for ordinal regression problems.
Takafumi KanamoriPublished in: Inf. Fusion (2013)
Keyphrases
- statistical models
- regression problems
- learning algorithm
- learning machines
- genetic programming
- linear regression
- cross validation
- statistical model
- input space
- parameter estimation
- machine learning
- random forests
- multi task
- learning tasks
- machine learning algorithms
- training data
- model selection
- learning problems
- generalization error
- support vector machine
- supervised learning
- hyperparameters
- support vector
- multi task learning
- generalization ability
- training algorithm
- feature selection
- data mining
- high dimensional data
- bayesian inference
- least squares
- dimensionality reduction