Reddy

A multi-output Random Forest regressor for predicting residential property energy consumption and valuation, built for the Lloyds Green Home Score ESG intelligence platform. This model predicts three targets simultaneously from 13 property features: - Synthetic simulator consistency only, not real-world accuracy - Current value model validation is synthetic, not historical UK transaction validation - Value ranges are sensitivity bands, not calibrated confidence intervals Part of the Lloyds Green Home Score platform for ESG risk assessment, retrofit recommendation, and green lending analytics. Not intended for direct property valuation or energy certificate prediction. - multioutputrf.joblib…