Erratum to: Mirnacle: machine learning with SMOTE and random forest for improving selectivity in pre-miRNA ab initio prediction.
Yuri Bento MarquesAlcione de Paiva OliveiraAna Tereza Ribeiro de VasconcelosFabio Ribeiro CerqueiraPublished in: BMC Bioinform. (2017)
Keyphrases
- random forest
- machine learning
- decision trees
- imbalanced data
- random forests
- secondary structure
- ensemble methods
- prediction accuracy
- protein structure prediction
- gene expression
- computational methods
- feature set
- gene ontology
- ensemble classifier
- machine learning methods
- fold cross validation
- feature selection
- learning algorithm
- binding sites
- multi label
- text classification
- genome wide
- feature ranking
- machine learning algorithms
- protein folding
- gene sets
- cancer classification
- class distribution
- ensemble learning
- data mining
- knowledge discovery
- data analysis
- computational biology
- gene expression data
- information extraction
- training set