Hyperparameter Tuning of the Shunt-murmur Discrimination Algorithm Using Bayesian optimization.
Fumiya NodaKeisuke NishijimaKen'ichi FuruyaPublished in: APSIPA (2020)
Keyphrases
- optimization algorithm
- optimization process
- computational complexity
- improved algorithm
- experimental evaluation
- objective function
- constrained optimization
- high accuracy
- times faster
- fine tuning
- preprocessing
- dynamic programming
- combinatorial optimization
- optimization model
- learning algorithm
- parameter settings
- stochastic gradient
- optimal solution
- detection algorithm
- segmentation algorithm
- linear programming
- probabilistic model
- np hard
- k means
- evolutionary algorithm
- search algorithm
- optimization criteria
- genetic algorithm