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Model Deployment as REST API

Deployment REST JSON Model Prediction
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This workflow demontstrates a mode of deploying a model with KNIME. The workflow receives new unseen data via a REST interface, scores the data with the available current model, appends model prediction and probabilities to the original data, and makes the results available at the output REST interface.

Used extensions & nodes

Created with KNIME Analytics Platform version 4.5.1
  • KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.1

    knime
  • KNIME Deeplearning4J Integration (64bit only) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    knime
  • KNIME Ensemble Learning Wrappers Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    knime
  • KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    knime
  • KNIME JPMML Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    knime
  • KNIME JSON-Processing Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    knime
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