Normalised: meaning, definitions and examples
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normalised
[ˈnɔːr.mə.laɪzd ]
Definitions
data processing
Normalized refers to the process of adjusting values in a dataset to a common scale, without distorting differences in the ranges of values. This is often done to improve comparability of data and is a widely used technique in statistics and data science.
Synonyms
adjust, equalize, standardize.
Examples of usage
- The data was normalized to improve analysis accuracy.
- In machine learning, we normally normalize our features before training.
- To compare the survey results, we need to normalize the scores.
condition description
When something is described as normalized, it means it has been made normal or standard. This can refer to systems, behaviors, or processes that have been adjusted to meet common standards or expectations.
Synonyms
Examples of usage
- The normalized conditions allowed for a fair comparison.
- Her normalized behavior made her more sociable.
- We expected the normalized rates to align with the previous year's data.
Interesting Facts
Etymology
- The word comes from 'normal', which originates from the Latin 'normalis', meaning 'made according to a rule'.
- It gained prominence in English during the late 19th century, particularly in social sciences and statistics.
- The addition of '-ised' indicates a process, showing that something is being converted into a normal state.
Science
- In statistics, normalising data helps researchers compare different sets of information by eliminating biases.
- In physics, normalisation ensures that the total probability of different outcomes equals one, aiding in predictions.
- Normalisation is a key step in machine learning, where it helps algorithms learn more effectively by standardizing input data.
Psychology
- On a psychological level, normalisation refers to making certain behaviors or feelings seem typical, which can influence social acceptance.
- Normalization can impact mental health by reframing certain conditions as common, reducing stigma and encouraging conversations.
- It allows people to relate better to each other’s experiences, fostering a supportive environment.
Cultural Studies
- In cultural contexts, normalising practices can lead to the wider acceptance of diverse lifestyles and viewpoints.
- During movements for social change, normalisation plays a role in shifting public perceptions about race, gender, and sexuality.
- Language and media often play crucial roles in the normalisation process by frequently representing diverse identities.
Technology
- In database management, normalisation refers to organizing data to reduce redundancy and improve data integrity.
- Graphic design software often normalises images by standardizing file formats and sizes for consistency.
- Normalisation techniques in web development ensure that data from various sources can interact without conflict.
Translations
Translations of the word "normalised" in other languages:
🇵🇹 normalizado
🇮🇳 सामान्यीकृत
🇩🇪 normalisiert
🇮🇩 dinormalkan
🇺🇦 нормалізований
🇵🇱 znormalizowany
🇯🇵 正規化された
🇫🇷 normalisé
🇪🇸 normalizado
🇹🇷 normalleştirilmiş
🇰🇷 정규화된
🇸🇦 مُعَايَر
🇨🇿 normalizovaný
🇸🇰 normalizovaný
🇨🇳 标准化的
🇸🇮 normaliziran
🇮🇸 staðlaður
🇰🇿 нормаланған
🇬🇪 ნორმალიზებული
🇦🇿 normallaşdırılmış
🇲🇽 normalizado