Heart Disease - Machine Learning Case - MLP - Parameter Optimization Loop

Workflow

Heart Disease - Machine Learning Case - MLP - Parameter Optimization Loop

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Parameter Optimization Loop with Table on Neural Network Classification

This workflow optimizes the parameters of a Neural Netwok.

The parameter optimization loop uses a table as input to dynamically configure the parameter search.

External resources

Medium: KNIME — Machine Learning and Artificial Intelligence — A Collection
Medium: About Machine Learning — How it Fails and Succeeds
ML Algorithms and the Art of Parameter Selection - KNIME Blog
Parameter Optimization Video - KNIME TV - YouTube

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Heart Disease - Machine Learning Case - MLP - Parameter Optimization Loop

External resources

KNIME Base nodes

KNIME Excel Support

KNIME Extension for Big Data File Formats

KNIME H2O Machine Learning Integration

KNIME Machine Learning Interpretability Extension

KNIME Math Expression (JEP)

KNIME Optimization extension

KNIME Quick Forms

Legal

Heart Disease - Machine Learning Case - MLP - Parameter Optimization Loop

External resources

Used extensions & nodes

KNIME Base nodesTrusted extension

KNIME Excel SupportTrusted extension

KNIME Extension for Big Data File FormatsTrusted extension

KNIME H2O Machine Learning IntegrationTrusted extension

KNIME Machine Learning Interpretability ExtensionTrusted extension

KNIME Math Expression (JEP)Trusted extension

KNIME Optimization extensionTrusted extension

KNIME Quick FormsTrusted extension

Legal

KNIME Base nodes

KNIME Excel Support

KNIME Extension for Big Data File Formats

KNIME H2O Machine Learning Integration

KNIME Machine Learning Interpretability Extension

KNIME Math Expression (JEP)

KNIME Optimization extension

KNIME Quick Forms