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Ourbit AI Dictionary

Foundations

Machine learning

Plain-language meaning

A method of building models by learning patterns from examples rather than writing every decision as a rule.

Why it matters

The examples and the way performance is tested determine whether the model is useful.

Practical example

A model learns from labelled historical emails to recognise likely spam.

Common misunderstanding

Assuming learning from examples guarantees correct decisions on new data.

Related concepts

Training data · Model

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References

Reviewed 2026-10-02.

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