Online Ensemble Learning An Empirical Study.

Online Ensemble Learning An Empirical Study.

We study resource-limited online learning, motivated by the problem of conditional-branch outcome prediction in computer architecture. In particular, we consider (parallel) time and space-efficient ensemble learners for online settings, empirically demonstrating benefits similar to those shown previ...

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Bibliographic Details
Published in:Machine learning. 53, 1-2 (2003).
Main Author: Fern, Alan
Format: Article
Language:English
Subjects:
Online learning.
Ensemble learning.
Boosting.
Decision Trees.
Branch prediction.