Synthetic Data

Synthetic Data - Synthetic data is data that is artificially generated by a computational process rather than being collected through sensory means or manually created by humans. It is typically produced by a model trained to replicate the characteristics and structure of its original training data, aiming to maintain a similar distribution.

Class Information

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Identification

Label (rdfs)
Synthetic Data
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Alternative Labels
Artificial Data, Computationally Created Data, Generated Data, Modeled Data, Simulated Data
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Definition and Examples

Definition
Synthetic data is data that is artificially generated by a computational process rather than being collected through sensory means or manually created by humans. It is typically produced by a model trained to replicate the characteristics and structure of its original training data, aiming to maintain a similar distribution.
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