Context-Aware Ensemble Learning for Time Series

no code implementations • 30 Nov 2022 • Arda Fazla, Mustafa Enes Aydin, Orhun Tamyigit, Suleyman Serdar Kozat

Unlike all the literature in ensembling, for the first time, we introduce a new approach using a meta learner that effectively combines the base model predictions via using a superset of the features that is the union of the base models' feature vectors instead of the predictions themselves.

Ensemble Learning Time Series +1