The Potential Benefits of Data Set Filtering and Learning Algorithm Hyperparameter Optimization.
Michael R. SmithTony R. MartinezChristophe G. Giraud-CarrierPublished in: MetaSel@PKDD/ECML (2015)
Keyphrases
- learning algorithm
- data sets
- training data
- optimization algorithm
- machine learning
- optimization problems
- model selection
- learning scheme
- reinforcement learning
- filtering algorithm
- database
- gaussian processes
- information filtering
- optimization process
- combinatorial optimization
- learning tasks
- learning problems
- global optimization
- optimization methods
- back propagation
- machine learning algorithms
- clustering algorithm
- real world
- neural network