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Inspect Results of Machine Learning "BINARY" (0,1) Targets using the "Binary Classification Inspector" and "H2O Binomial Scorer"

DataPreparationBinaryInspectionResults
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Dec 29, 2022 8:40 AM
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Inspect Results of Machine Learning "BINARY" (0,1) Targets using the "Binary Classification Inspector" and "H2O Binomial Scorer" https://forum.knime.com/t/create-a-table-that-counts-tp-fp-tn-fn-at-different-thresholds/65938/4?u=mlauber71 Census Income Data Set Predict whether income exceeds $50K/yr based on census data. Also known as "Adult" dataset https://archive.ics.uci.edu/ml/datasets/census+income

External resources

  • Using vtreat with Classification Problems
  • H2O.ai AutoML in KNIME for classification problems
  • Medium: Data preparation for Machine Learning with KNIME and the Python “vtreat” package
  • forum - threshold overview
  • HUB: Inspect Results of Machine Learning "BINARY" (0,1) Targets using the "Binary Classification Inspector"
  • forum (65938) - Threshold Table
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.7.2
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.2

    knime
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    KNIME Extension for Big Data File FormatsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.2

    knime
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    KNIME H2O Machine Learning IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME Machine Learning Interpretability ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME XGBoost IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime

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