Accelerate tree ensemble learning based on adaptive sampling.

Yu Zhou Hui Li Mei Chen Zhenyu Dai Ming Zhu

Published in: J. Comput. Methods Sci. Eng. (2020)

Keyphrases

ensemble learning
adaptive sampling
monte carlo
generalization ability
ensemble methods
random sampling
base classifiers
random forest
concept drift
index structure
unlabeled data
multi class
control charts
feature selection
data streams
upper bound
particle filter
data sets
pattern recognition