{ "model_type": "ridge_multihorizon", "auto_map": { "AutoConfig": "model.RidgeMultiHorizonConfig", "AutoModel": "model.RidgeMultiHorizonModel" }, "architectures": [ "RidgeMultiHorizonModel" ], "ablation": "all", "ablations": [ "cgm", "insulin", "carbs", "all" ], "history_length": 24, "horizon_length": 12, "feature_names_by_ablation": { "cgm": [ "CGM_t0", "CGM_t1", "CGM_t2", "CGM_t3", "CGM_t4", "CGM_t5", "CGM_t6", "CGM_t7", "CGM_t8", "CGM_t9", "CGM_t10", "CGM_t11", "CGM_t12", "CGM_t13", "CGM_t14", "CGM_t15", "CGM_t16", "CGM_t17", "CGM_t18", "CGM_t19", "CGM_t20", "CGM_t21", "CGM_t22", "CGM_t23", "hour_sin", "hour_cos" ], "insulin": [ "CGM_t0", "CGM_t1", "CGM_t2", "CGM_t3", "CGM_t4", "CGM_t5", "CGM_t6", "CGM_t7", "CGM_t8", "CGM_t9", "CGM_t10", "CGM_t11", "CGM_t12", "CGM_t13", "CGM_t14", "CGM_t15", "CGM_t16", "CGM_t17", "CGM_t18", "CGM_t19", "CGM_t20", "CGM_t21", "CGM_t22", "CGM_t23", "Insulin_t0", "Insulin_t1", "Insulin_t2", "Insulin_t3", "Insulin_t4", "Insulin_t5", "Insulin_t6", "Insulin_t7", "Insulin_t8", "Insulin_t9", "Insulin_t10", "Insulin_t11", "Insulin_t12", "Insulin_t13", "Insulin_t14", "Insulin_t15", "Insulin_t16", "Insulin_t17", "Insulin_t18", "Insulin_t19", "Insulin_t20", "Insulin_t21", "Insulin_t22", "Insulin_t23", "hour_sin", "hour_cos" ], "carbs": [ "CGM_t0", "CGM_t1", "CGM_t2", "CGM_t3", "CGM_t4", "CGM_t5", "CGM_t6", "CGM_t7", "CGM_t8", "CGM_t9", "CGM_t10", "CGM_t11", "CGM_t12", "CGM_t13", "CGM_t14", "CGM_t15", "CGM_t16", "CGM_t17", "CGM_t18", "CGM_t19", "CGM_t20", "CGM_t21", "CGM_t22", "CGM_t23", "Carbs_t0", "Carbs_t1", "Carbs_t2", "Carbs_t3", "Carbs_t4", "Carbs_t5", "Carbs_t6", "Carbs_t7", "Carbs_t8", "Carbs_t9", "Carbs_t10", "Carbs_t11", "Carbs_t12", "Carbs_t13", "Carbs_t14", "Carbs_t15", "Carbs_t16", "Carbs_t17", "Carbs_t18", "Carbs_t19", "Carbs_t20", "Carbs_t21", "Carbs_t22", "Carbs_t23", "hour_sin", "hour_cos" ], "all": [ "CGM_t0", "CGM_t1", "CGM_t2", "CGM_t3", "CGM_t4", "CGM_t5", "CGM_t6", "CGM_t7", "CGM_t8", "CGM_t9", "CGM_t10", "CGM_t11", "CGM_t12", "CGM_t13", "CGM_t14", "CGM_t15", "CGM_t16", "CGM_t17", "CGM_t18", "CGM_t19", "CGM_t20", "CGM_t21", "CGM_t22", "CGM_t23", "Insulin_t0", "Insulin_t1", "Insulin_t2", "Insulin_t3", "Insulin_t4", "Insulin_t5", "Insulin_t6", "Insulin_t7", "Insulin_t8", "Insulin_t9", "Insulin_t10", "Insulin_t11", "Insulin_t12", "Insulin_t13", "Insulin_t14", "Insulin_t15", "Insulin_t16", "Insulin_t17", "Insulin_t18", "Insulin_t19", "Insulin_t20", "Insulin_t21", "Insulin_t22", "Insulin_t23", "Carbs_t0", "Carbs_t1", "Carbs_t2", "Carbs_t3", "Carbs_t4", "Carbs_t5", "Carbs_t6", "Carbs_t7", "Carbs_t8", "Carbs_t9", "Carbs_t10", "Carbs_t11", "Carbs_t12", "Carbs_t13", "Carbs_t14", "Carbs_t15", "Carbs_t16", "Carbs_t17", "Carbs_t18", "Carbs_t19", "Carbs_t20", "Carbs_t21", "Carbs_t22", "Carbs_t23", "hour_sin", "hour_cos" ] }, "n_features_by_ablation": { "cgm": 26, "insulin": 50, "carbs": 50, "all": 74 }, "target_names": [ "CGM_t+1", "CGM_t+2", "CGM_t+3", "CGM_t+4", "CGM_t+5", "CGM_t+6", "CGM_t+7", "CGM_t+8", "CGM_t+9", "CGM_t+10", "CGM_t+11", "CGM_t+12" ], "transformers_version": "4.54.0" }