A Method for Prediction of Femoral Component of Hip Prosthesis Durability due to Aseptic Loosening by Using Coffin/Manson Fatigue Model

Table 4

Model evaluation parameters for each of the ten test runs in the cross-validation.

Run	1	2	3	4	5	6	7	8	9	10
Random chosen patients	3, 9, 17	1, 5, 18	12, 14, 15	2, 7, 11	1, 5, 10	4, 11, 17	1, 7, 8	5, 11, 18	1, 2, 16	3, 13, 16
	0.0381874	0.069505	0.06584	0.055514	0.050804	0.018742	0.002836	0.196751	0.084587	0.001015
	1.10642E + 8	1.9208E + 10	2.16E + 10	9.83508E + 7	1.1614E + 10	2.36563E + 9	9.20321E + 8	2.8813E + 10	2.50708E + 09	4.21472E + 7
MSE	343.098	93.1858	256.19	198.717	91.3597	180.136	169.342	103.721	131.056	361.857
RMSE	18.5229	9.65328	16.0059	14.0967	9.55823	13.4215	13.0132	10.1844	11.448	19.0225
Relative RMSE (%)	8.08625	4.43489	7.13702	6.13256	4.18242	5.7603	5.86883	4.55066	5.10919	8.31405
MAE	15.5688	8.16701	13.987	12.8838	8.25818	11.8901	10.1982	8.80112	10.1294	13.9091
MBE	12.4579	0.20466	13.987		0.63503		5.66352	2.31164		10.1132
MAPE (%)	6.79663	3.75207	6.23679	5.60488	3.61355	5.10303	4.59932	3.93258	4.52073	6.07914
R	0.979059	0.977203	0.984075	0.97586	0.972876	0.982913	0.970239	0.979459	0.980572	0.962632
SDR	13.7076	9.65111	7.78158	13.0553	9.53711	9.42946	11.7161	9.91855	9.24456	16.1115
FACT2	0.979059	0.977203	0.984075	0.97586	0.972876	0.982913	0.970239	0.979459	0.980572	0.962632
IA	0.970791	0.987729	0.965396	0.982194	0.985253	0.981262	0.981396	0.989074	0.984831	0.968858