"WarfarinSeer": a predictive tool based on SMOTE-random forest to improve warfarin dose prediction in Chinese patients.

Yanyun Tao Yuzhen Zhang

Published in: BIBM (2018)

Keyphrases

random forest
random forests
decision trees
imbalanced data
prediction accuracy
ensemble methods
fold cross validation
ensemble classifier
feature set
multi label
feature importance
data sets
ensemble learning
multi class
training set
feature extraction
neural network