01_Evaluating_Classification_Model_Performance
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This workflow trains a classification model using the Decision Tree algorithm and evaluates its accuracy by scoring metrics, ROC Curve, and Lift Chart.
URL: From Modeling to Scoring: Confusion Matrix and Class Statistics https://www.knime.com/blog/from-modeling-to-scoring-confusion-matrix-and-class-statistics
URL: Scoring Metrics eBook https://www.knime.com/knimepress/scoring-metrics-evaluating-machine-learning-models
Nodes
- Column Renamer2 ×
- Missing Value2 ×
- Decision Tree Learner1 ×
- Decision Tree Predictor1 ×
- File Reader1 ×
- Show all 12 nodes
Extensions
- FeatureKNIME Base nodes
- FeatureKNIME JavaScript Views
- FeatureKNIME JavaScript Views (Labs)
- FeatureKNIME Javasnippet
- FeatureKNIME Views
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