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Visual Scoring Techniques for Classification Models

Churn Scoring ROC Curve Binary Classification Inspector Lift Chart
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This workflow implements the following visual model scoring techniques: - ROC Curve - Lift Chart - Cumulative Gain Chart In addition, the Binary Classification Inspector node is used to combine multiple scoring techniques in one interactive view.

Used extensions & nodes

Created with KNIME Analytics Platform version 4.4.0
  • KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.0

  • KNIME Ensemble Learning Wrappers Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.0

  • KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.0

  • KNIME JavaScript Views (Labs) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.0

  • KNIME Machine Learning Interpretability Extension Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.0

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