Benchmarking AutoML algorithms on a collection of synthetic classification problems.
Pedro Henrique RibeiroPatryk OrzechowskiJoost WagenaarJason H. MoorePublished in: CoRR (2022)
Keyphrases
- orders of magnitude
- computational cost
- times faster
- machine learning algorithms
- computationally efficient
- learning algorithm
- computationally expensive
- optimization problems
- computational complexity
- feature selection
- real world
- recently developed
- multi objective
- significant improvement
- digital libraries
- theoretical analysis
- data structure
- computational efficiency
- computer vision