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Interpretability View - Preview (PMML)

paolotamag profile image
VersionlatestLatest, created on 
Oct 24, 2023 2:51 PM
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--------------- !!! DISCLAIMER !!! --------------- This Component is a not-verified Beta version shared in Fall 2019 on my personal space for demo purposes. Official Components verified by the KNIME team are available via the Example Server at: hub.knime.com/knime/spaces/Examples/latest/00_Components --------------- !!! \\\ END /// !!! -------------- This component computes Shapley Values, Partial Dependence, Individual Contional Expectation Curves and Surrogate Decision Tree View for a model of your choice produced by the "AutoML" Component.

Component details

Input ports
  1. Type: Table
    Models
    Provide the model table from the top output of "AutoML" Component.
  2. Type: PMML
    Data
    This table should list some rows from the validation set or new data to be scored.

Used extensions & nodes

Created with KNIME Analytics Platform version 4.2.0
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
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    KNIME Data GenerationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
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    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
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    KNIME JPMML IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • Go to item
    KNIME Machine Learning Interpretability ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
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    KNIME Math Expression (JEP)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
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    KNIME PlotlyTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime

This component does not have nodes, extensions, nested components and related workflows

Legal

By using or downloading the component, you agree to our terms and conditions.

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