07_​Visual_​Scoring_​Techniques_​for_​Classification_​Models

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This workflow implements the following visual model scoring techniques:
- ROC Curve
- Lift Chart
- Cumulative Gain Chart

In addition, the Binary Classification Inspector node is used to combine multiple scoring techniques in one interactive view.

URL: Scoring Metrics eBook https://www.knime.com/knimepress/scoring-metrics-evaluating-machine-learning-models
URL: Visual Scoring Techniques for Classification Models https://www.knime.com/blog/visual-scoring-techniques-for-classification-models

Nodes

• Lift Chart (JavaScript)2 ×
• Binary Classification Inspector1 ×
• CSV Reader1 ×
• Decision Tree Learner1 ×
• Decision Tree Predictor1 ×
• Show all 13 nodes

Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Ensemble Learning Wrappers
• FeatureKNIME JavaScript Views
• FeatureKNIME JavaScript Views (Labs)
• FeatureKNIME Machine Learning Interpretability Extension
• Show all 6 modules

Links

• No links available