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Housing Value Prediction using XGBoost for Regression

XGBoost Regression Gradient boosting Gradient boosted trees Parameter optimization
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This workflow shows how the XGBoost nodes can be used for regression tasks. It also demonstrates a combination of parameter optimization with cross validation to find the optimal value for the number of boosting rounds.

Used extensions & nodes

Created with KNIME Analytics Platform version 4.1.0
  • KNIME Core Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

  • KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

  • KNIME Optimization extension Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

  • KNIME XGBoost Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

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