Model evidence presented like a premium intelligence report.

Dataset scale, model comparison, feature importance, distributions, and clustering stay tied to the same analytics endpoint while gaining a clearer narrative structure.

Analytics feed

Feature story

Model credibility

Evidence depthTrusted

Metric graphMulti-layer

Dataset scope Model context before chart overload

Key record and performance stats now lead the page as a premium summary band.

Feature lens Importance, distribution, and correlation in one visual system

Charts retain the same data source while gaining stronger hierarchy and clearer contrast.

Model comparison

Side-by-side confidence, accuracy, and performance spread.

Linear Regression

R2 -

RMSE -

RandomForest

R2 -

RMSE -

Logistic Regression

Accuracy -

CV Mean -

Analysis flow The page moves from trust signals to deep evidence

Comparison cards, ranked features, distributions, and cluster summaries now read like an intelligence deck instead of a loose chart gallery.

Endpoint safety No analytics contract changes

Everything still renders from `/api/analytics` with the same fields and chart logic.

Model evidence presented like a premium intelligence report.

Side-by-side confidence, accuracy, and performance spread.

Feature Importance

R2 Comparison

Fitness Score Distribution

Calories Distribution

A readable map of feature relationships.

Lifestyle Clusters

Fitness Level Distribution