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Ensemble

nounid 4868·updated May 13, 2026
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plural
Ensembles
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Ensemble's
pluralpossessive
Ensembles'

Framework definitions

Ensemble methods: bagging, boosting and stacking1 senseview framework →
§1
a machine learning paradigm where multiple models (often called “weak learners”) are trained to solve the same problem and combined to get better results. The main hypothesis is that when weak models are correctly combined we can obtain more accurate and/or robust models.

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