Synthetic Dataset Generator

A Synthetic Dataset Generator is an information system that can solve a data generation task by implementing a data generation algorithm.

• AKA: Artificial Data Set Generation System.
• Context:
  • It can generate a Synthetic Dataset, such as synthetically labeled Dataset.
• Example(s):
  • DatGen System[1]
  • http://tech.knime.org/datageneration
  • http://scikit-learn.org/stable/modules/generated/sklearn.datasets.make_multilabel_classification.html
  • a Synthetic Labeled Data Generator.
  • …
• Counter-Example(s):
  • a Data Modeling System.
• See: Data Masking System, Pseudo-Random Number Generator.

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