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Hyperparameters Optimization and Training a Random Forest

Machine learning KNIME Data science Random forest Hyperparameters optimization
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This workflow optimizes the hyperparameters of a random forest of decision trees and training it with the optimized hyperparameters. Adult.csv dataset describes US census information. Output class is sex.

Used extensions & nodes

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

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    KNIME profile image
    knime
  • KNIME Ensemble Learning Wrappers Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    KNIME profile image
    knime
  • KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    KNIME profile image
    knime
  • KNIME Optimization extension Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    KNIME profile image
    knime
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