MiPred: classification of real and pseudo microRNA precursors using random forest prediction model with combined features.
Peng JiangHaonan WuWenkai WangWei MaXiao SunZuhong LuPublished in: Nucleic Acids Res. (2007)
Keyphrases
- random forest
- feature set
- prediction model
- feature reduction
- classification accuracy
- decision trees
- feature importance
- feature vectors
- feature selection
- random forests
- fold cross validation
- feature space
- classification models
- selected features
- feature extraction
- class labels
- cancer classification
- ensemble classifier
- benchmark datasets
- svm classifier
- regression model
- feature ranking
- ensemble methods
- image classification
- image features
- bayesian classifier
- decision tree learning algorithms
- neural network
- support vector machine
- data mining
- base classifiers
- machine learning methods
- classification algorithm
- logistic regression
- machine learning algorithms
- machine learning