ML Command Center CVI · anomaly flags · feature influence · model evidence
Pacific model scope — countries 1993–2023 model matrix
At risk — latest label split
Anomaly flags — ISO · LOF · Z-score
Solomon Islands — focus readout

Scoreboard

Pacific vulnerability ranking

CVI ladder Top countries by latest CVI
Country cards Filterable model labels

CVI timeline

Actual vs predicted vulnerability

1993–2023 Solid line = actual · dashed line = model prediction

Anomaly review

Where the model sees unusual signals

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Anomaly concentration Top countries by anomaly count
Event stream Method flags and indicators

Model evidence

Regression · classification · anomaly detection

Lens, not causal proof
Feature influence What the model pays attention to
Reading rule How to interpret this layer
Pattern lensML helps surface patterns, not prove direct causes.
Pacific-wideThe model reads 21 countries, while the main story still focuses on Solomon Islands.
Competition valueThe dashboard makes the model explorable without breaking the atlas narrative.