PedroHMCosme 5997210118 feat(simple_metrics): add threshold-based alerting via send_notification ...

Compares each computed metric against optional per-model thresholds
from model_config.simple_metrics_thresholds. Convention:
- {metric}_max: breach when value > threshold (rmse, mse, mae)
- {metric}_min: breach when value < threshold (r2)

Fires WARNING notification on breach. Missing thresholds = no alerting.
Schema designed to be extensible for Card 2 (Drift) thresholds.

SIENTIAPDE-1986

2026-08-19 11:29:14 -03:00

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