The Bayesian Additive Regression Trees Formula for Safe Machine Learning-Based Intraocular Lens Predictions.
Gerald P. ClarkeAdam KapelnerPublished in: Frontiers Big Data (2020)
Keyphrases
- regression trees
- machine learning
- decision trees
- regression model
- random forests
- induction algorithms
- linear regression
- machine learning algorithms
- regression problems
- machine learning methods
- conditional random fields
- linear models
- linear model
- learning algorithm
- learning problems
- decision rules
- maximum likelihood
- model selection
- bayesian inference
- learning tasks
- genetic programming
- learning rules
- information extraction
- support vector machine
- genetic algorithm
- hidden markov models
- active learning
- data mining
- gaussian processes
- feature selection
- bayesian networks
- naive bayes
- text classification
- supervised learning
- least squares
- knn
- data analysis