A Collection of Quality Diversity Optimization Problems Derived from Hyperparameter Optimization of Machine Learning Models.
Lennart SchneiderFlorian PfistererJanek ThomasBernd BischlPublished in: CoRR (2022)
Keyphrases
- optimization problems
- machine learning models
- evolutionary algorithm
- optimization methods
- objective function
- spam filtering
- combinatorial optimization
- machine learning approaches
- cost function
- machine learning algorithms
- metaheuristic
- optimization criteria
- optimization method
- machine learning
- active learning
- neural network
- text classification
- information extraction
- learning models
- feature selection
- information retrieval