Conditional canonical correlation estimation based on covariates with random forests.
Cansu AlakusDenis LarocqueSébastien JacquemontFanny BarlaamCharles-Olivier MartinKristian AgbogbaSarah LippéAurélie LabbePublished in: Bioinform. (2021)
Keyphrases
- random forests
- logistic regression
- canonical correlations
- canonical correlation analysis
- random forest
- decision trees
- ensemble methods
- regression forests
- machine learning algorithms
- decision tree ensembles
- regression model
- mutual information
- subspace learning
- least squares
- sample size
- feature extraction
- loss function
- learning algorithm
- base classifiers
- discriminant function