REGULARIZED Meaning and
Definition
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Regularized is an adjective that refers to the process of making something consistent, standardized, or conforming to a set of rules or guidelines. It involves imposing a certain level of orderliness, discipline, or systemization upon something that may have been lacking in structure or organization. The aim of regularizing is to achieve uniformity, stability, and predictability in the particular context or domain at hand.
In computational and mathematical contexts, regularized often refers to a technique that adds a regularization term or penalty to a mathematical model or algorithm. This regularization term helps prevent overfitting or excessive complexity in the model, ensuring that the predictions or results are more reliable and generalizable to unseen data.
In a broader context, regularized may also describe the act of standardizing or regulating a process, practice, or behavior to ensure consistency and conformity with established norms or regulations. For example, a regularized work schedule refers to a standardized set of working hours or shifts that are applied consistently across an organization. Similarly, a financial market might have regularized trading hours or procedures to maintain fairness and order.
Overall, regularized describes the act of bringing order, coherence, and adherence to a set of rules or standards, whether it be in the context of a mathematical model, a process, or a behavior.
Common Misspellings for REGULARIZED
Etymology of REGULARIZED
The word "regularized" is derived from the base word "regularize", which is formed by combining the adjective "regular" and the suffix "-ize". Here is the etymology of the individual components:
1. Regular: This word originates from the Latin word "regulus", meaning "ruler" or "pattern". It was later adopted into Old French as "reguler", retaining the same meaning. In English, "regular" initially referred to something relating to a rule or pattern, but it gradually extended to mean "uniform", "complete", or "consistent".
2. -ize: This suffix comes from the Greek "-izein". It is commonly used in English to form verbs from nouns or adjectives, indicating the process of making, conforming to, or treating something as the base word represents.
Similar spelling words for REGULARIZED
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