AutomaticAI - A hybrid approach for automatic artificial intelligence algorithm selection and hyperparameter tuning.
Zoltan CzakoGheorghe SebestyenAnca HanganPublished in: Expert Syst. Appl. (2021)
Keyphrases
- artificial intelligence
- optimization algorithm
- experimental evaluation
- selection algorithm
- np hard
- preprocessing
- cost function
- tree structure
- machine learning
- dynamic programming
- significant improvement
- computational complexity
- objective function
- improved algorithm
- learning algorithm
- worst case
- expectation maximization
- computationally efficient
- detection algorithm
- computational cost
- k means
- optimal solution
- high accuracy
- probabilistic model
- segmentation algorithm
- clustering method
- expert systems
- classification algorithm
- closed form
- prior information
- recognition algorithm
- reinforcement learning
- parameter tuning
- selection strategy