High Per Parameter: A Large-Scale Study of Hyperparameter Tuning for Machine Learning Algorithms.
Moshe SipperPublished in: Algorithms (2022)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning
- decision trees
- learning algorithm
- machine learning methods
- random forests
- predictive accuracy
- real world
- learning tasks
- learning problems
- machine learning approaches
- input features
- multiclass classification
- machine learning models
- machine learning systems
- standard machine learning algorithms
- parameter settings
- prior knowledge