Model Features + Feature Importance

These were the final features used in the USAH model.

CV ID	Feature	Random Forest Importance	XGBoost Importance	RF_Rank	XGB_Rank
14	CV_best_motor_response_latest	0.174826215	0.10782728	1	2
15	CV_best_verbal_response_latest	0.106015633	0.30963713	2	1
39	CV_best_motor_response_min	0.102781993	0.019513506	3	9
19	CV_eye_opening_response_latest	0.076838944	0.09346603	4	3
41	CV_best_verbal_response_min	0.065994588	0.013773417	5	17
3	AGE_AT_ADMISSION_IN_YEARS	0.060188792	0.03845466	6	4
5	CV_BUN_latest	0.045562167	0.032405857	7	5
18	CV_creatinine_latest	0.035347883	0.014358366	8	15
13	CV_base_excess_istat_latest	0.032836572	0.002259561	9	42
30	CV_sodium_latest	0.024277992	0.006105557	10	36
7	CV_FiO2_latest	0.018892347	0	11	45
10	CV_PCO2_art_latest	0.015759498	0.014896495	12	11
27	CV_potassium_latest	0.013300088	0.03144421	13	6
8	CV_INR_latest	0.011616151	0.00798866	14	30
6	CV_CO2_latest	0.010755129	0.007412681	15	32
49	CV_respiratory_rate_mean	0.010375911	0.014398364	16	14
11	CV_PO2_art_istat_latest	0.009891463	0.014839997	17	12
50	CV_systolic_blood_pressure_mean	0.008958174	0.015388569	20	10
34	CV_temperature_oral_latest	0.004962791	0.021149958	35	8
51	CV_temperature_oral_mean	0.00237621	0.014662734	47	13
46	CV_temperature_oral_max	0.00148612	0.02501568	53	7