Gradient boosting machines and careful pre-processing work best: ASHRAE Great Energy Predictor III lessons learned.

Clayton Miller Liu Hao Chun Fu

Published in: CoRR (2022)

Keyphrases

lessons learned
gradient boosting
preprocessing
loss function
case study
neural network
feature extraction
reinforcement learning
feature space
logic programs
prediction accuracy
pattern mining