Gradient boosted trees for evolving data streams
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DOI: 10.1007/s10994-024-06517-y
Abstract: Gradient Boosting is a widely-used machine learning technique that has proven highly effective in batch learning. However, its effectiveness in stream learning contexts lags behind bagging-based ensemble methods, which currently dominate the field. One reason… read more here.
Keywords: boosted trees; evolving data; gradient; trees evolving ... See more keywords