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multi-grained scanning

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Qunar Tech Salon
Qunar Tech Salon
Apr 26, 2018 · Artificial Intelligence

Understanding gcForest: Cascade Forest Structure and Multi‑grained Scanning for Representation Learning

The article explains how gcForest, an ensemble‑of‑decision‑tree model that mimics deep neural network hierarchies, uses cascade forests and multi‑grained sliding‑window scanning to achieve effective representation learning with fewer hyper‑parameters, especially on small datasets.

cascade forestensemble methodsgcForest
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Understanding gcForest: Cascade Forest Structure and Multi‑grained Scanning for Representation Learning