Synoptic Atmospheric Classification: Real-time regime probability matrix & Shannon entropy metric.
ACTIVE REGIME: DEPRESSION (68%)
ENTROPY H: 1.18 BITS
SYNOPTIC METEOROLOGY
Regime Intelligence & Predictive Uncertainty
Quantifying prevailing monsoon circulation regimes and Shannon entropy to guide expert model gating.
Test Uncertainty Scenarios:
DYNAMIC MODEL ROUTING
Uncertainty-Aware Soft Expert Gating
Dynamic weighting algorithm allocating model inference across 4 regime specialists and the Global Baseline regularizer.
MODEL TRANSPARENCY
AI Explainability & Feature Attribution
Global SHAP feature importance and local point waterfall attribution exposing decision mechanics.