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Evaluating a Model
Evaluating a Model
Understand your model's performance and metrics
By Ori and 1 other
2 authors
19 articles
Understanding Pecan’s Benchmarks
Understanding Column importance
Understanding Explainability & Prediction Details
SHAP values
Partial Dependency Plots (PDPs)
What is overfitting?
What is underfitting?
What is data leakage and how can you prevent it?
Binary models
Dashboard overview for binary models
Evaluation metrics in binary models
Understanding threshold logic
Understanding Area Under the Curve (AUC)
Model performance metrics for binary models
Understanding Probability Score
Regression Models
Dashboard overview for regression models
Understanding Feature Importance
Model performance metrics for regression models
Legacy dashboard
Dashboard overview for binary models - legacy dashboard
How do you know if your model is good? (legacy dashboard)