Be aware of overfitting by hyperparameter optimization!
Igor V. TetkoRuud van DeursenGuillaume GodinPublished in: CoRR (2024)
Keyphrases
- optimization algorithm
- cross validation
- global optimization
- optimization process
- gaussian process
- information retrieval
- optimization model
- artificial intelligence
- information systems
- decision trees
- optimization problems
- model selection
- gaussian processes
- evolution strategy
- nonlinear programming
- discrete optimization