Bias in the intervention in prediction measure in random forests: illustrations and recommendations.
Stefano NembriniPublished in: Bioinform. (2019)
Keyphrases
- random forests
- ensemble methods
- prediction accuracy
- random forest
- logistic regression
- machine learning algorithms
- decision trees
- tree ensembles
- decision tree ensembles
- regression forests
- similarity measure
- regression trees
- conformal prediction
- recommender systems
- head pose estimation
- classification and regression trees
- regression model
- predictive model
- neural network
- base learners
- randomized trees
- learning algorithm
- data mining