Advanced Data Mining
Advanced Data Mining - Solution
Solution to the 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
Nodes
- Random Forest Learner5 ×
- Random Forest Predictor4 ×
- Partitioning3 ×
- Scorer2 ×
- Table Reader2 ×
- Show all 15 nodes
Extensions
- FeatureKNIME Base nodes
- FeatureKNIME Ensemble Learning Wrappers
- FeatureKNIME Machine Learning Interpretability Extension
- FeatureKNIME Optimization extension