Data mining in the Life Sciences with Random Forest: a walk in the park or lost in the jungle?
Wouter G. TouwJumamurat R. BayjanovLex OvermarsLennart BackusJos BoekhorstMichiel WelsSacha A. F. T. van HijumPublished in: Briefings Bioinform. (2013)
Keyphrases
- random forest
- life sciences
- data mining
- random forests
- data analysis
- decision trees
- biological data
- scientific data
- feature set
- ensemble methods
- data integration
- association rules
- cluster analysis
- data mining techniques
- multi label
- knowledge discovery
- decision support
- data warehouse
- text mining
- data sources
- machine learning
- business intelligence
- prediction accuracy
- benchmark datasets
- database
- nearest neighbor
- bayesian networks
- learning algorithm
- ensemble classifier