Inferred Meaning: Definition, Examples, and Translations
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inferred
[ɪnˈfɜːr ]
Definition
machine learning
to deduce or conclude information from data using algorithms and models
Synonyms
Which Synonym Should You Choose?
| Word | Description / Examples |
|---|---|
| deduce |
Used when you logically derive something from known facts or premises. Often seen in scientific, logical, or detective contexts.
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| conclude |
Appropriate for summarizing or finalizing a decision or judgment after considering the information. Often used in both formal and casual contexts.
|
| derive |
Typically used when something is obtained or traced from a specific source or origin. Common in mathematical, scientific, and logical contexts.
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Examples of usage
- The algorithm inferred patterns from the dataset.
- Based on the data provided, the machine was able to infer the user's preferences.
Translations
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Interesting Facts
Literature
- Authors often use inference to allow readers to understand hidden meanings or themes without explicitly stating them.
- Classic literature features characters who infer emotional states based on subtle cues, demonstrating deep analysis.
- Inference plays a significant role in poetry, where readers must interpret symbolism and metaphor.
Psychology
- Cognitive psychology explores how people make inferences based on prior knowledge and experience.
- The brain uses inference to swiftly process information and make decisions, often without conscious thought.
- Effective communication involves inferring meaning, where listeners pick up on tone and context beyond just words.
Science
- In scientific research, inferences drawn from data lead to hypotheses and theories about the natural world.
- Statistical inference helps in making generalizations about a population from a sample, essential for experiments.
- In fields like ecology, researchers infer the health of an ecosystem based on indirect indicators like species diversity.
Language Learning
- Language learners often practice inference by deducing the meaning of unfamiliar words from context.
- Teachers can encourage inference-based learning to deepen understanding of language nuances and cultural references.
- Content-rich discussions allow students to infer complex ideas, enhancing critical thinking and linguistic skills.
Origin of 'inferred'
Main points about word origin
- The word comes from the Latin 'inferre', meaning 'to bring in'.
- It entered the English language in the late 14th century, showing how early thinkers valued deduction in reasoning.
- The time period saw a growth in logical thinking which influenced the use of this term.
The word 'inferred' originates from the Latin word 'inferre', which means 'to bring in'. Over time, the meaning evolved to signify deducing or concluding information from data. In the context of machine learning, 'inferred' has become a common term used to describe the process of extracting insights from data through algorithms and models.
See also: infer, inferable, inference, inferior, infernal, inferno, inferrable.