normalization Sentence Examples

The normalization of data involves transforming it to a consistent scale for comparative analysis.
Data normalization reduces variability and allows for meaningful comparisons across different sets.
Normalization can be achieved through various techniques, such as mean centering or scaling to unit variance.
Statistical normalization of data helps to minimize the impact of outliers and skewed distributions.
Normalization is essential for many statistical methods, such as regression and ANOVA, to produce reliable results.
In machine learning, feature normalization improves model performance by ensuring features have a comparable range of values.
Text normalization involves standardizing text data by removing punctuation, accents, and other variations.
Normalization of social norms refers to the process by which behaviors and beliefs become widely accepted and expected.
The normalization process in biology involves the return of a system to a stable state after a perturbation.
Normalization in psychology describes the habituation of an individual to a stimulus over time, leading to a reduction in response intensity.

normalization Meaning

Wordnet

the imposition of standards or regulations

Webster

Reduction to a standard or normal state.

No weak antonyms found.

the imposition of standards or regulationsReduction to a standard or normal state.

standardize, homogenize, integrate, formalize,organize, coordinate, regularize, regulate, reconcile, codify

tailor,customize, tailor, customize,individualize, individualize,

The normalization of data involves transforming it to a consistent scale for comparative analysis.

Data normalization reduces variability and allows for meaningful comparisons across different sets.

Normalization can be achieved through various techniques, such as mean centering or scaling to unit variance.

Statistical normalization of data helps to minimize the impact of outliers and skewed distributions.