A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers.
Rafael Gomes MantovaniAndré Luis Debiaso RossiEdesio AlcobaçaJoaquin VanschorenAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: CoRR (2019)
Keyphrases
- meta learning
- svm classifier
- recommender systems
- support vector machine
- image classification
- model selection
- feature vectors
- support vector machine svm
- machine learning
- learning tasks
- inductive learning
- neural network
- image processing
- collaborative filtering
- support vector
- decision trees
- computer vision
- machine learning algorithms
- rbf kernel
- multi class
- kernel function
- object recognition
- knowledge base
- real world