Housing Value Prediction using XGBoost for Regression

Workflow

Housing Value Prediction using XGBoost for Regression

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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.

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Housing Value Prediction using XGBoost for Regression

External resources

KNIME Core

KNIME JavaScript Views

KNIME Optimization extension

KNIME XGBoost Integration

Legal

Discussion

Housing Value Prediction using XGBoost for Regression

External resources

Used extensions & nodes

KNIME Core Trusted extension

KNIME JavaScript Views Trusted extension

KNIME Optimization extension Trusted extension

KNIME XGBoost Integration Trusted extension

Legal

Discussion

KNIME Core

KNIME JavaScript Views

KNIME Optimization extension

KNIME XGBoost Integration