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Airfoil Self-Noise prediction using Autofeat Generator

NASAWind Tunnel
ashokharnal profile image
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Sep 17, 2021 3:09 PM
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The workflow demonstrates use of Autofeat Generator in building a linear regression model. Model built using generated features is superior to the model built without generated features.

External resources

  • The autofeat Python Library for Automated Feature Engineering and Selection
  • Airfoil Self-Noise Data Set--UCI ML
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.4.1
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.1

    knime
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    KNIME Python Integration

    KNIME AG, Zurich, Switzerland

    Version 4.4.1

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.1

    knime
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    KNIME Statistics NodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.0

    knime

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