Sample Charts

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A gallery of static diagnostics and model evaluation charts from the Model Evaluation Suite.

Data Diagnostics

Correlation Matrix

Outlier Boxplots

VIF Plot — Variance Inflation Factor (VIF)

Feature Distributions (xgb_demo_01)

Distribution: Average Monthly Hours — Average Monthly Hours — Distribution

Distribution: Department (categorical) — Department — Category Distribution

Distribution: Number of Projects — Number of Projects — Distribution

Classifier Evaluation (xgb_demo_01)

Learning Curve

Calibration Curve

Threshold Analysis

SHAP Summary Plot — SHAP Beeswarm Plot

SHAP Feature Importance (Bar)

Regressor Evaluation (xgbreg_demo_01)

CV Score Distribution

Permutation Importance

Feature Coefficients (Production Validation) — Feature Coefficients (Prod Validation)

QQ Plot

Residuals Histogram