Efficient adaptive regression spline algorithms based on mapping approach with a case study on finance.
Elçin Kartal-KoçCem IyigunInci BatmazGerhard-Wilhelm WeberPublished in: J. Glob. Optim. (2014)
Keyphrases
- computationally efficient
- computationally expensive
- computationally intensive
- computationally complex
- learning algorithm
- highly efficient
- support vector regression
- efficient implementation
- orders of magnitude
- regression model
- algorithmic solutions
- regression algorithm
- computational efficiency
- theoretical analysis
- worst case
- least squares
- multiresolution
- computational complexity
- case study
- machine learning
- machine learning algorithms
- data mining
- computational cost
- significant improvement
- single pass
- highly scalable
- parallel architectures
- adaptive algorithms