A Novel Mixed Sampling Algorithm for Imbalanced Data Based on XGBoost.

Shu-Xu Zhao Xiao-Long Wang Qing-Sheng Yue

Published in: CWSN (2020)

Keyphrases

sampling algorithm
imbalanced data
sampling methods
random sampling
linear regression
markov chain monte carlo
active learning
class distribution
class imbalance
feature selection
support vector machine
sliding window
data sets
classification models
prior knowledge
training data
decision trees