Genome-wide discovery of miRNAs using ensembles of machine learning algorithms and logistic regression.
Benjamin UlfenborgKarin Klinga-LevanBjörn OlssonPublished in: Int. J. Data Min. Bioinform. (2015)
Keyphrases
- genome wide
- logistic regression
- machine learning algorithms
- decision trees
- random forests
- high throughput
- naive bayes
- benchmark data sets
- machine learning methods
- machine learning
- ensemble methods
- gene function
- learning problems
- learning algorithm
- learning tasks
- training data
- fold cross validation
- support vector
- data mining
- knowledge discovery
- random forest
- classification models
- systems biology
- feature extraction
- training set
- information gain
- microarray
- gene expression profiles