Predicting Children's Myopia Risk: A Monte Carlo Approach to Compare the Performance of Machine Learning Models.
Piotr ArtiemjewRadoslaw CybulskiMohammad Hassan EmamianAndrzej GrzybowskiAndrzej JankowskiCarla LancaShiva MehravaranMarcin MlynskiCezary MorawskiKlaus NordhausenOlavi PärssinenKrzysztof RopiakPublished in: ICAART (3) (2024)
Keyphrases
- monte carlo
- machine learning models
- markov chain
- importance sampling
- monte carlo simulation
- monte carlo methods
- machine learning algorithms
- spam filtering
- monte carlo tree search
- machine learning approaches
- adaptive sampling
- particle filter
- machine learning
- point processes
- variance reduction
- learning models
- temporal difference
- evolutionary algorithm
- matrix inversion
- pairwise
- neural network
- predictive model
- computer games
- knn
- reinforcement learning
- quasi monte carlo
- markovian decision