Nonparametric Statistical Analysis of Machine Learning Algorithms for Regression Problems.
Magdalena GraczykTadeusz LasotaZbigniew TelecBogdan TrawinskiPublished in: KES (1) (2010)
Keyphrases
- machine learning algorithms
- regression problems
- random forests
- benchmark data sets
- cross validation
- linear regression
- genetic programming
- learning algorithm
- machine learning
- learning problems
- input space
- decision trees
- machine learning methods
- learning tasks
- learning machines
- multi task
- hyperparameters
- model selection
- learning models
- high dimensional data
- training data
- transfer learning
- training set
- nearest neighbor
- feature selection
- multi task learning
- least squares