Examples and Tutorials

• Methods
  • Anscombe’s Quartet
  • Load Datasets for Example Code
  • Feature Analysis
    • Rank2D
    • RadViz
    • Parallel Coordinates
  • Regressor Evaluation
    • Residuals Plot
    • Prediction Error Plot
  • Classifier Evaluation
    • Classification Report
    • ROCAUC
    • ClassBalance
• Palettes
• Model Selection
  • Comparing machine learning models with Scikit-Learn and Yellowbrick
  • About the Data
  • Feature Extraction
  • Modeling and Evaluation
    • Common metrics for evaluating classifiers
    • Preliminary Model Evaluation
  • Visual Model Evaluation
  • Reflection