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Evaluating a Model

Evaluating a Model

Understand your model's performance and metrics

14 articles
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Written by Ori Sagi

Dashboard overview for binary models

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Written by Ori Sagi. Updated over a week ago

Dashboard overview for regression models

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Written by Ori Sagi. Updated over a week ago

Model performance metrics for binary models

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Written by Ori Sagi. Updated over a week ago

Model performance metrics for regression models

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Written by Ori Sagi. Updated over a week ago

Understanding threshold logic

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Written by Ori Sagi. Updated over a week ago

Understanding Area Under the Curve (AUC)

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Written by Ori Sagi. Updated over a week ago

Understanding Feature Importance

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Written by Ori Sagi. Updated over a week ago

SHAP values

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Written by Ori Sagi. Updated over a week ago

Partial Dependency Plots (PDPs)

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Written by Ori Sagi. Updated over a week ago

How do you know if your model is good?

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Written by Ori Sagi. Updated over a week ago

What is overfitting?

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Written by Ori Sagi. Updated over a week ago

What is underfitting?

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Written by Ori Sagi. Updated over a week ago

What is data leakage and how can you prevent it?

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Written by Ori Sagi. Updated over a week ago

Understanding Probability Score

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Written by Ori Sagi. Updated over a week ago
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