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What is explainX.ai?
Getting Started
Installation
Explainability Dashboard
Explainability Modules
DataFrame with Predictions
Model Metrics
Global Level Shapley Values
Partial Dependence Plot & Summary Plot
Model Performance Comparison (Cohort Analysis)
What-If Scenario Analysis
Starter Example
Tutorials
Predicting Risk with CatBoost
Analyzing Dashboard
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Model Metrics
This function returns your model metrics automatically.
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explainx_modules.metrics()
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Classification Metrics
Regression Metrics
Accuracy
MAE
Precision
RMSE
Recall
R-squared (R2)
False Positive Rate
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True Positive Rate
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DataFrame with Predictions
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Global Level Shapley Values
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