Supervised Meaning: Definition, Examples, and Translations
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supervised
[ˈsuːpərˌvaɪzd ]
Definition
machine learning
Under the control and direction of a supervisor or trainer.
Synonyms
controlled, guided, monitored.
Which Synonym Should You Choose?
| Word | Description / Examples |
|---|---|
| supervised |
Use 'supervised' when referring to a situation where someone is overseeing a task or activity to ensure it is done correctly.
|
| controlled |
This word is suitable for situations where there is a strong sense of regulation or restriction to manage how something is done.
|
| guided |
Choose 'guided' when you are talking about giving advice, help, or direction, especially to someone who is learning or unfamiliar with something.
|
| monitored |
This word is best for situations where ongoing observation and checks are needed to track progress or maintenance.
|
Examples of usage
- The model was trained using supervised learning.
- In supervised learning, the algorithm learns from labeled training data.
Translations
To see the translation, please select a language from the options available.
Origin of 'supervised'
The word 'supervised' originates from the Latin word 'supervidere', which means 'to oversee'. The term has been widely used in the field of machine learning to describe a learning method where the algorithm learns from labeled training data under the supervision of a human expert or trainer.
See also: supervising, supervision, supervisor, supervisory, unsupervised.