Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms.
Long HanMark J. EmbrechtsBoleslaw K. SzymanskiKarsten SternickelAlexander RossPublished in: ESANN (2006)
Keyphrases
- random forests
- feature selection
- random forest
- decision trees
- ensemble methods
- feature set
- logistic regression
- machine learning algorithms
- tree ensembles
- partial least squares
- classification and regression trees
- decision tree ensembles
- text categorization
- randomized trees
- regression forests
- feature subset
- feature space
- head pose estimation
- support vector machine
- classification accuracy
- information gain
- support vector
- feature extraction
- dimensionality reduction
- machine learning
- model selection
- bayesian networks
- knn
- prediction accuracy
- neural network