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Clone adult dataset

Deeplearning GAN technology Data clones Data generator

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This workflow uses 'auto synthetic data generator' to generate synthetic data for 'adult' dataset. The performance of data generator is quite high as can be seen through evaluation metrics.

External resources

  • Modeling Tabular data using Conditional GAN
  • CTGAN Model

Used extensions & nodes

Created with KNIME Analytics Platform version 4.5.0
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    KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME Python Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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