Ensemble
nounverified·updated May 18, 2026
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.
polysemousMWEEnsemble methods: bagging, boosting and stacking
Senses
Wordset Dictionary
a coordinated outfit (set of clothing)
Wordset Dictionary
an assemblage of parts or details (as in a work of art) considered as forming a whole
Wordset Dictionary
a group of musicians playing or singing together
Wordset Dictionary
the chorus of a ballet company
Wordset Dictionary
a cast other than the principals
Classifications
Entity Type
Capability60%llm-generatedllm:claude-haiku-4-5
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Sensitivity
—95%llm-generatedllm:claude-haiku-4-5
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Information Class
—95%llm-generatedllm:claude-haiku-4-5
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Variants
- synonym
- corps de balletsupporting playerstout ensemble
- plural
- Ensembles
- possessive
- Ensemble's
- pluralpossessive
- Ensembles'