Performance Decay Once Labels Arrive: Precision, Recall & an AUC Proxy
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Lessons in this course
- Baseline vs Current: Binning a Feature with COUNTIFS & FREQUENCYFree
- Population Stability Index (PSI) per Feature, with Thresholds Pro
- Kolmogorov–Smirnov: Cumulative Distributions & the Largest Gap (with a Chart) Pro
- Categorical Drift: Chi-Square Test & Jensen–Shannon Divergence Pro
- Prediction Drift: The Score Distribution Month by Month (with a Chart) Pro
- Performance Decay Once Labels Arrive: Precision, Recall & an AUC Proxy Pro
- Alert Rules & a Monitoring Dashboard with Traffic Lights Pro
- The Retraining Decision: Cost of Drift vs Cost of Retraining Pro