Boosting for high-dimensional two-class prediction.
Rok BlagusLara LusaPublished in: BMC Bioinform. (2015)
Keyphrases
- high dimensional
- low dimensional
- sparse data
- dimensionality reduction
- multi modal
- feature space
- similarity search
- multi dimensional
- learning algorithm
- nearest neighbor
- high dimensionality
- manifold learning
- microarray data
- ensemble learning
- base classifiers
- ensemble methods
- neural network
- parameter space
- metric space
- high dimensional data
- data points
- variable selection
- dimensional data
- weak learners
- high dimensional problems
- dimension reduction
- gene expression data
- active learning
- weak classifiers
- feature selection
- boosting algorithms
- high dimensional spaces