Innocent-Gershon/accra-flood-risk-prediction

An interpretable machine learning pipeline for hyper-local flood risk prediction in Greater Accra. Utilizes Random Forest algorithms trained on HDX rainfall and NADMO historical flood data to output actionable risk classifications, optimized for high Recall and evaluated via F1-score and AUROC. # accra-flood-risk-prediction An interpretable machine learning pipeline for hyper-local flood risk prediction in Greater Accra. Utilizes Random Forest algorithms trained on HDX rainfall and NADMO historical flood data to output actionable risk classifications, optimized for high Recall and evaluated via F1-score and AUROC.