unsupervised$88506$ - перевод на итальянский
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unsupervised$88506$ - перевод на итальянский

MACHINE LEARNING TECHNIQUE
Unsupervised approach; Unsupervised classification; Unsupervised machine learning; Self-taught AI; Self-taught artificial intelligence; Algorithms for unsupervised learning
  • Restricted Boltzmann Machine.  This is a Boltzmann machine where lateral connections within a layer are prohibited to make analysis tractable.
  •  This network has multiple RBM's to encode a hierarchy of hidden features.  After a single RBM is trained, another blue hidden layer (see left RBM) is added, and the top 2 layers are trained as a red & blue RBM.  Thus the middle layers of an RBM acts as hidden or visible, depending on the training phase it's in.
  • Tendency for a task to employ supervised vs. unsupervised methods. Task names straddling circle boundaries is intentional. It shows that the classical division of imaginative tasks (left) employing unsupervised methods is blurred in today's learning schemes.

unsupervised      
adj. non sorvegliato
probation service         
  • Robert L. Patten Probation Detention Center in [[Lakeland, Georgia]]
COURT-ORDERED CORRECTIONAL SUPERVISION IN THE COMMUNITY; EITHER COMMUNITY SENTENCE (ALTERNATIVE TO INCARCERATION) OR PAROLE
Probation Service; Probationer; Probationary; Probation violation; Probation service; Adult probation; Violation of Probation; Unsupervised probation
servizio di prova (istituto per la cura dei delinquenti minorenni)

Определение

probation
n. a chance to remain free (or serve only a short time) given by a judge to a person convicted of a crime instead of being sent to jail or prison, provided the person can be good. Probation is only given under specific court-ordered terms, such as performing public service work, staying away from liquor, paying a fine, maintaining good behavior, getting mental therapy and reporting regularly to a probation officer. Violation of probation terms will usually result in the person being sent to jail for the normal term. Repeat criminals are normally not eligible for probation. Probation is not the same as "parole," which is freedom under certain restrictions given to convicts at the end of their imprisonment. See also: attorney-client privilege

Википедия

Unsupervised learning

Unsupervised learning is a type of algorithm that learns patterns from untagged data. The goal is that through mimicry, which is an important mode of learning in people, the machine is forced to build a concise representation of its world and then generate imaginative content from it.

In contrast to supervised learning where data is tagged by an expert, e.g. tagged as a "ball" or "fish", unsupervised methods exhibit self-organization that captures patterns as probability densities or a combination of neural feature preferences encoded in the machine's weights and activations. The other levels in the supervision spectrum are reinforcement learning where the machine is given only a numerical performance score as guidance, and semi-supervised learning where a small portion of the data is tagged.