Data Visualization
Distribution Shift Warning
Two overlapping distributions slide apart on a number plane to reveal when yesterday's model stops matching today's reality.
Use cases
- —Explain why a model trained on old data can fail on new data
- —Show a market, audience, or system shifting away from a baseline
- —Introduce monitoring thresholds in analytics or forecasting
Tags
distribution shiftmodel driftdata driftmachine learninganalyticsstatisticsbell curvenormal distributionthresholdwarningnumber planebracecomparisonbefore afterriskforecastingdata visualization
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