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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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1 result for “Multiboost”

ADABOOK & MULTIBOOK: Adaptive Boosting with Chance Correctioncs.LG

New algorithms improve boosting by optimizing chance-corrected measures.

problem Improving boosting algorithms to use chance-corrected measures effectively.

method Developed new algorithms (AdaBook and Multibook) that optimize chance-corrected measures.

result AdaBook and Multibook outperform standard Multiboost or AdaBoost in multiclass situations.

boosting AdaBoost Multiboost chance-corrected Kappa

2020-10-11abs ↗pdf ↗