Controlling false discoveries in high-dimensional situations: boosting with stability selection.
Benjamin HofnerLuigi BoccutoMarkus GökerPublished in: BMC Bioinform. (2015)
Keyphrases
- high dimensional
- false discoveries
- sparse data
- similarity search
- low dimensional
- real world
- feature space
- feature selection
- dimensionality reduction
- high dimensional data
- selection algorithm
- learning algorithm
- knn
- nearest neighbor
- multi dimensional
- data points
- high dimensionality
- parameter space
- input space
- ensemble learning