Gradient boosting for high-dimensional prediction of rare events.

Rok Blagus Lara Lusa

Published in: Comput. Stat. Data Anal. (2017)

Keyphrases

rare events
gradient boosting
high dimensional
prediction accuracy
fraud detection
loss function
data points
low dimensional
dimensionality reduction
nearest neighbor
class imbalance
learning tasks
high dimensionality