Variable selection and model validation of 2D and 3D molecular descriptors>.

Anthony Nicholls Norah E. MacCuish John MacCuish

Published in: J. Comput. Aided Mol. Des. (2004)

Keyphrases

variable selection
model validation
cross validation
input variables
high dimensional
model selection
stochastic search
linear models
group lasso
dimension reduction
feature vectors
high dimensional data
number of input variables
neural network
ensemble selection
fuzzy logic
image processing