Variable interaction measures with random forest classifiers.
Cassidy KellyKazunori OkadaPublished in: ISBI (2012)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- rotation forest
- ensemble classifier
- ensemble learning
- random forests
- ensemble methods
- training data
- feature ranking
- support vector
- feature importance
- base classifiers
- cancer classification
- feature selection
- naive bayes
- machine learning algorithms
- classification models
- class labels
- multi label
- classification algorithm
- logistic regression
- semi supervised
- feature vectors
- decision tree learning algorithms
- machine learning
- classifier ensemble
- test data
- classification accuracy
- feature extraction
- learning algorithm