Knockoffs for the mass: new feature importance statistics with false discovery guarantees.

Jaime Roquero Gimenez Amirata Ghorbani James Y. Zou

Published in: CoRR (2018)

Keyphrases

feature importance
random forest
scientific discovery
feature selection
relevance feedback
semi supervised
discovery process
data mining
feature set
knowledge discovery
nearest neighbor
unsupervised learning
prediction accuracy
decision trees
theoretical guarantees
information retrieval
neural network