Evaluation of variable selection methods for random forests and omics data sets.

Frauke Degenhardt Stephan Seifert Silke Szymczak

Published in: Briefings Bioinform. (2019)

Keyphrases

variable selection
random forests
data sets
cross validation
random forest
high dimensional data
linear models
image processing
preprocessing
test data
model selection
machine learning methods
nearest neighbor
bayesian networks
training data
face recognition
computer vision
neural network