Forest Fire Prediction

Workflow

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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.

External resources

Forest Fire Prediction
Forest Fires Dataset

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Forest Fire Prediction

External resources

KNIME Core

KNIME JSON-Processing

KNIME Math Expression (JEP)

KNIME Open Street Map Integration

KNIME Quick Forms

KNIME Reporting Runtime

KNIME REST Client Extension

KNIME Weka Data Mining Integration (3.7)

Legal

Forest Fire Prediction

External resources

Used extensions & nodes

KNIME CoreTrusted extension

KNIME JSON-ProcessingTrusted extension

KNIME Math Expression (JEP)Trusted extension

KNIME Open Street Map IntegrationTrusted extension

KNIME Quick FormsTrusted extension

KNIME Reporting RuntimeTrusted extension

KNIME REST Client ExtensionTrusted extension

KNIME Weka Data Mining Integration (3.7)Trusted extension

Legal

KNIME Core

KNIME JSON-Processing

KNIME Math Expression (JEP)

KNIME Open Street Map Integration

KNIME Quick Forms

KNIME Reporting Runtime

KNIME REST Client Extension

KNIME Weka Data Mining Integration (3.7)