Random Forest Classification of Acute Coronary Syndromes.
Jacob P. VanHoutenJohn StarmerNancy M. LorenziThomas A. LaskoPublished in: AMIA (2013)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- cancer classification
- random forests
- ensemble classifier
- ensemble methods
- decision tree learning algorithms
- feature extraction
- feature importance
- support vector
- training data
- feature vectors
- classification accuracy
- benchmark datasets
- machine learning
- machine learning methods
- feature selection
- feature space
- training set
- base classifiers
- data sets
- genetic algorithm
- feature ranking
- support vector machine svm
- image classification
- text classification
- classification algorithm
- class labels
- classification models
- support vector machine
- artificial neural networks
- multi label
- text categorization