Boosting for high-dimensional two-class prediction.

Rok Blagus Lara Lusa

Published 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