Automatic dimensionality selection from the scree plot via the use of profile likelihood.

Mu Zhu Ali Ghodsi

Published in: Comput. Stat. Data Anal. (2006)

Keyphrases

semi automatic
high dimensional
selection algorithm
data driven
maximum likelihood
fully automatic
machine learning
likelihood ratio
selection criterion
small size
multi dimensional
feature space
artificial intelligence
high dimensionality
selection strategy
databases
intrinsic dimensionality