regularizing term vs regularization term

Both "regularizing term" and "regularization term" are correct phrases, but they are used in different contexts. "Regularizing term" is commonly used in the context of optimization problems, while "regularization term" is more commonly used in the context of machine learning and statistics.

Last updated: March 30, 2024 • 546 views

This phrase is correct and commonly used in the context of optimization problems.

"regularizing term"

This phrase is used in the context of optimization problems to refer to a term added to a cost function to prevent overfitting or to impose constraints on the solution.

Examples:

The regularizing term in the objective function penalizes large coefficients.

Show examples from the web [+]

I'm talking about regularizing it, making it transparent.
I conclude that the Gaullist government... under a mask of modernization and reform... is merely regularizing the natural tendencies of capitalism
Similarly, the term non-MFI refers only to the Member States; for other countries the term non-banks is used.
A detailed time schedule for short term, medium term and long term activities at EU and Member State level should also be stated in an unambiguous way.
Word processing is a dreadful term.
See traditional term 'Passito'.
The Commission paper begins by defining the term natural resources.
See traditional term 'scelto'.
Mrs Paciotti also mentioned international agreement in the longer term.
30 days is more realistic term.
They often require fixed term commitments which restrict their marketability.
The term 'continuously updated' may be misinterpreted.
Fixed term employees are more sensitive to the economic situation.
Longer term disaster prevention measures are not eligible for Solidarity Fund assistance.
The correct term is guide dog.
Most articles include the term 'recovery'.
This should strengthen international competitiveness in the long term.
Long term carcinogenicity studies have not been performed.
The correct term is Asian-American rug.
Long term partnership with third countries was where the solution lay.

Alternatives:

regularization term
penalty term
constraint term
regularity term
stabilizing term

This phrase is correct and commonly used in the context of machine learning and statistics.

"regularization term"

This phrase is used in the context of machine learning and statistics to refer to a term added to a cost function to prevent overfitting or to impose constraints on the solution.

Examples:

The regularization term in the loss function helps prevent overfitting.

Show examples from the web [+]

The automatic regularization of illegal immigrants would infallibly create two situations that no one wants.
Also unacceptable is the automatic regularization proposed by the European United Left, in its Amendment No 13, for all those who lack residency authorisation.
At the beginning there were some misunderstandings because the Americans believed that we wanted to create a type of new international authority with strict regularization.
We all know that globalization of the economy leads to social disparities and thus development aid, which is the premise on which the Lomé Convention is based, should be an instrument of economic regularization for a better distribution of the wealth of this planet.
Whereas, therefore, these negative consequences should be limited by adopting special measures and extending certain of the deadlines laid down by the rules on refunds in order to permit the regularization of export operations which have not been completed because of the circumstances described;
Whereas Commission Regulation (EC) No 773/96 (3) lays down special measures for the regularization of certain export transactions in the wake of the measures taken by several third countries to safeguard against bovine spongiform encephalopathy;
Similarly, the term non-MFI refers only to the Member States; for other countries the term non-banks is used.
A detailed time schedule for short term, medium term and long term activities at EU and Member State level should also be stated in an unambiguous way.
Word processing is a dreadful term.
See traditional term 'Passito'.
The Commission paper begins by defining the term natural resources.
See traditional term 'scelto'.
Mrs Paciotti also mentioned international agreement in the longer term.
30 days is more realistic term.
They often require fixed term commitments which restrict their marketability.
The term 'continuously updated' may be misinterpreted.
Fixed term employees are more sensitive to the economic situation.
Longer term disaster prevention measures are not eligible for Solidarity Fund assistance.
The correct term is guide dog.
Most articles include the term 'recovery'.

Alternatives:

regularizing term
penalty term
constraint term
regularity term
stabilizing term

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regularizing term vs regularization term