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Advanced Data Mining - Exercise

Tree ensembleClassificationParameter optimizationHillclimbingCross validation
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Jun 17, 2014 6:58 AM
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Exercise 10 for KNIME User Training - Training a Random Forest model to predict a nominal target column - Evaluating the performance of a classification model - Optimizing parameters of the Random Forest model - Performing the classification multiple times in a cross validation loop

External resources

  • Parameter Optimization for Prediction Models
  • Random Forest
  • Slides (KNIME Analytics Platfrom Course)
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Used extensions & nodes

All required extensions are part of the default installation of KNIME Analytics Platform version 4.3.0

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