Evaluating a Model
Understand your model's performance and metrics
14 articles
Written by Ori Sagi
Dashboard overview for binary models
Written by Ori Sagi. Updated over a week ago
Dashboard overview for regression models
Written by Ori Sagi. Updated over a week ago
Model performance metrics for binary models
Written by Ori Sagi. Updated over a week ago
Model performance metrics for regression models
Written by Ori Sagi. Updated over a week ago
Understanding threshold logic
Written by Ori Sagi. Updated over a week ago
Understanding Area Under the Curve (AUC)
Written by Ori Sagi. Updated over a week ago
Understanding Feature Importance
Written by Ori Sagi. Updated over a week ago
SHAP values
Written by Ori Sagi. Updated over a week ago
Partial Dependency Plots (PDPs)
Written by Ori Sagi. Updated over a week ago
How do you know if your model is good?
Written by Ori Sagi. Updated over a week ago
What is overfitting?
Written by Ori Sagi. Updated over a week ago
What is underfitting?
Written by Ori Sagi. Updated over a week ago
What is data leakage and how can you prevent it?
Written by Ori Sagi. Updated over a week ago
Understanding Probability Score
Written by Ori Sagi. Updated over a week ago