Random forest Gini importance favours SNPs with large minor allele frequency: impact, sources and recommendations.
Anne-Laure BoulesteixAndreas BenderJusto Lorenzo BermejoCarolin StroblPublished in: Briefings Bioinform. (2012)
Keyphrases
- random forest
- random forests
- decision trees
- feature set
- ensemble learning
- fold cross validation
- multi label
- ensemble methods
- genome wide
- rotation forest
- ensemble classifier
- information extraction
- base classifiers
- feature importance
- decision tree learning algorithms
- data mining
- machine learning methods
- feature selection