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Forest Fire Prediction

Support vector machine

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This workflow trains a support vector machine regression model to predict the burning area in a forest fire in the Montesinho natural park in Portugal. The prediction is based on the current weather data and the location of the fire. The results are shown in a report.

Used extensions & nodes

Created with KNIME Analytics Platform version 4.1.0
  • KNIME Core Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
  • KNIME JSON-Processing Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
  • KNIME Math Expression (JEP) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
  • KNIME Open Street Map Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
  • KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
  • KNIME Reporting Runtime Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.0

    knime
  • KNIME REST Client Extension Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
  • KNIME Weka Data Mining Integration (3.7) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
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