different between regularization vs normalization

regularization

English

Etymology

regular +? -ization

Noun

regularization (countable and uncountable, plural regularizations)

  1. The act of making regular, of regularizing.
  2. (machine learning) constraints and penalties imposed on a model to prevent it from overfitting

Translations

regularization From the web:

  • what regularization is and why it is useful
  • regularization meaning
  • what is regularization in machine learning
  • what is regularization in deep learning
  • what does regularization do
  • what is regularization in logistic regression
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normalization

English

Alternative forms

  • normalisation UK

Etymology

normal +? -ization

Noun

normalization (countable and uncountable, plural normalizations)

  1. Any process that makes something more normal or regular, which typically means conforming to some regularity or rule, or returning from some state of abnormality.
  2. standardization, act of imposing standards or norms or rules or regulations.
  3. (databases) In relational database design, a process that breaks down data into record groups for efficient processing, by eliminating redundancy.
  4. (diplomacy) Process of establishing normal diplomatic relations between two countries
  5. (economics) globalization, the process of making a worldwide normal and dominant model of production and consumption
  6. (operations) Normalized production. (Can we add an example for this sense?)
  7. (politics) Sharing or enforcement of standard policies.
  8. (sociology) A process whereby artificial and unwanted norms of behaviour and models of behaviour are made to seem natural and wanted, through propaganda, influence, imitation and conformity.
  9. (statistics) The process of removing statistical error in repeated measured data.
  10. (politics) Peace efforts and treaties between the Arab League and Israel. See Arab–Israeli normalization.

Related terms

  • (separating data into an optimized relational data model): atomization
  • regularization
  • seminormalization
  • standardization
  • stabilization

Translations

See also

  • (databases) first normal form
  • (databases) second normal form
  • (databases) third normal form
  • (databases) fourth normal form
  • (databases) fifth normal form
  • (databases) Boyce-Codd normal form

normalization From the web:

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  • what normalization does in database
  • what normalization in dbms
  • what normalization do
  • what's normalization in computer
  • what normalization in english
  • what's normalization in french
  • normalization what does it really mean
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