Improving Meta-Learning Generalization with Activation-Based Early-Stopping.
Simon GuiroyChristopher PalGonçalo MordidoSarath ChandarPublished in: CoRR (2022)
Keyphrases
- meta learning
- early stopping
- learning tasks
- inductive learning
- model selection
- machine learning algorithms
- decision trees
- data mining
- machine learning
- feature selection
- active learning
- support vector machine
- metamodel
- base classifiers
- stochastic gradient descent
- training data
- small number
- development process
- learning algorithm