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.
Framework senses
- §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.
- §1
- a coordinated outfit (set of clothing)
- §2
- an assemblage of parts or details (as in a work of art) considered as forming a whole
- §3
- a group of musicians playing or singing together
- §4
- the chorus of a ballet company
- §5
- a cast other than the principals