REGULARISATION Meaning and
Definition
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Regularisation, also known as regularization, refers to the process of making something regular or conforming to a specific set of rules or standards. It involves bringing elements or entities into a state of order, consistency, or uniformity. Regularisation can be applied in various fields and contexts, such as mathematics, statistics, physics, and social sciences.
In mathematics and statistics, regularisation refers to a technique used to prevent overfitting in predictive models. It involves adding a penalty term to the model's objective function, which discourages complex and potentially noisy patterns. By doing so, regularisation helps to control the complexity of the model and enhances its ability to generalize well to unseen data.
In physics, regularisation is used to deal with certain mathematical problems that arise due to singularities or divergences. It involves modifying equations or introducing additional terms to make the computations well-behaved and avoid infinite or nonsensical results.
In the context of social sciences, regularisation can refer to measures taken by governments or organizations to bring irregular or informal activities within legal or institutional frameworks. For example, regularization programs may aim to integrate undocumented immigrants into a country's legal workforce or provide a path to citizenship.
Overall, regularisation serves as a valuable tool for ensuring order, improving model performance, tackling mathematical issues, and promoting compliance with rules or standards in various domains.
Common Misspellings for REGULARISATION
- eegularisation
- degularisation
- fegularisation
- tegularisation
- 5egularisation
- 4egularisation
- rwgularisation
- rsgularisation
- rdgularisation
- rrgularisation
- r4gularisation
- r3gularisation
- refularisation
- revularisation
- rebularisation
- rehularisation
- reyularisation
- retularisation
- regylarisation
Etymology of REGULARISATION
The word "regularisation" is derived from the root word "regular", which comes from the Latin word "regula" meaning "rule" or "straight". The suffix "-ation" is added to regular, forming "regularisation". It is a noun form derived from the verb "regularize", which means to make regular, conform to rules or standards, or to bring something into order or conformity. Therefore, "regularisation" refers to the act or process of making something regular or conforming to a set of rules or standards.
Similar spelling words for REGULARISATION
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