Scaler: meaning, definitions and examples
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scaler
[ ˈskeɪlər ]
mathematics, computing
A scaler is a mathematical term that refers to a quantity represented by a single value, particularly in contrast to a vector that has both magnitude and direction. In computer science, scalers can also refer to objects or functions that transform data in various formats, often reducing dimensions for easier analysis.
Synonyms
converter, factor, multiplier.
Examples of usage
- The scaler function adjusts the data inputs effectively.
- In physics, a scaler may describe temperature or distance.
- When using a scaler, ensure that all measurements are on the same scale.
Translations
Translations of the word "scaler" in other languages:
🇵🇹 escalador
🇮🇳 स्केलर
🇩🇪 Scaler
- Maßstab
- Skalenwert
🇮🇩 skaler
🇺🇦 скейлер
🇵🇱 skaler
- wskaźnik
- przeskalowacz
🇯🇵 スケーラー
- スケール
- スケーリング
🇫🇷 scaler
- échelle
- échelle de mesure
🇪🇸 escalador
🇹🇷 ölçekleyici
🇰🇷 스케일러
🇸🇦 مقياس
🇨🇿 škálovač
🇸🇰 škálovač
🇨🇳 缩放器
🇸🇮 skalirnik
🇮🇸 skalar
🇰🇿 масштабтаушы
🇬🇪 სკეილი
🇦🇿 ölçücü
🇲🇽 escalador
Etymology
The term 'scaler' derives from the Latin word 'scala', which means 'ladder' or 'scale'. This origin reflects the concept of measuring or comparing quantities along a scale. The usage of 'scaler' in mathematics and computing has evolved over the years, especially with the rise of data science and machine learning, where scalers play a crucial role in preprocessing data. In technical contexts, a scaler is often associated with algorithms that normalize or standardize data sets to improve the performance of machine learning models. Over the years, the understanding of what a scaler represents has broadened, reflecting advancements in technology and data analysis.