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News relevance - Training(2)

SpacyRedfieldText analysisText classificationNLP
roberto_cadili profile image
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Aug 18, 2022 11:29 AM
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News relevance - Training This workflow preprocesses labeled news articles, searches keywords and computes embeddings using the nodes of the spaCy extension. Next, it trains and applies two machine learning algorithms to classify news relevance, evaluates the performance and stores the best model.
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Used extensions & nodes

Created with KNIME Analytics Platform version 5.1.0
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    KNIME Ensemble Learning WrappersTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    KNIME JavaScript Views (Labs)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    KNIME Machine Learning Interpretability ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    KNIME Math Expression (JEP)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    KNIME Network MiningTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    KNIME Reporting (Labs)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    KNIME TextprocessingTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.0

    knime
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    Redfield NLP NodesTrusted extension

    Redfield AB

    Version 1.2.0

    redfield

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