regularization
[/ˌreɡjələˈreɪʃən/]
nounfemininepl: regularizations / regularizações
regularização
1. The process of making something regular, orderly, or in accordance with rules or standards
The regularization of the company's accounts took several months.
A regularização das contas da empresa levou vários meses.
2. In legal contexts, the process of making a situation lawful or official
Immigration regularization allowed undocumented workers to become legal residents.
A regularização migratória permitiu que trabalhadores indocumentados se tornassem residentes legais.
3. In mathematics and machine learning, a technique to prevent overfitting by adding a penalty term
Regularization helps improve the model's generalization ability.
A regularização ajuda a melhorar a capacidade de generalização do modelo.
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