Computational modeling and experimental analysis for the diagnosis of cell survival/death for Akt protein

Journal of Genetic Engineering and Biotechnology

Table 1 Various extracted features for AKT proteins

Samples	Data statistics (AKT data)
Samples	0-0-0	5-0-0	100-0-0	0-100-0	5-1-0	100-100-0	0-0-500	0.2-0-1	5-0-5	100-0-500	AKT
Minimum (train)	140.62	164.91	83.77	161.62	81.72	151.16	140.69	143.92	42.85	110.21	0.47
Maximum (train)	188.99	188.99	155.71	205.55	156.59	178.01	217.53	200.24	346.22	323.42	0.54
Mean (train)	161.66	177.72	108.54	182.22	122.48	165.65	176.99	173.12	160.28	221.72	0.51
Standard deviation (train)	13.77	6.03	26.16	12.19	28.25	6.73	24.66	18.02	128.77	80.89	0.02
Minimum (test)	140.79	166.35	83.79	162.51	82.19	151.19	141.25	143.80	42.98	110.72	0.47
Maximum (test)	188.78	188.91	154.21	205.73	154.65	178.10	215.79	198.38	347.22	323.40	0.53
Mean (test)	162.04	176.50	108.68	182.80	119.59	166.54	177.30	170.44	171.75	230.53	0.51
Standard deviation (test)	14.74	6.22	27.11	11.85	28.08	7.24	24.91	18.61	132.39	80.82	0.02
Minimum (validation)	141.43	165.88	84.12	161.86	83.01	151.83	142.93	143.87	42.98	110.81	0.46
Maximum (validation)	188.35	188.74	155.17	203.85	153.44	176.94	211.48	199.64	336.94	315.43	0.53
Mean (validation)	164.25	179.94	119.00	179.56	134.49	164.93	166.15	180.60	101.12	195.40	0.50
Standard deviation (validation)	18.16	4.80	28.95	5.78	4.96	6.67	18.30	5.65	16.63	38.47	0.02
Minimum (overall)	140.62	164.91	83.77	161.62	81.72	151.16	140.69	143.80	42.85	110.21	0.46
Maximum (overall)	188.99	188.99	155.71	205.73	156.59	178.10	217.53	200.24	347.22	323.42	0.54
Mean (overall)	162.11	177.87	110.13	181.91	123.84	165.68	175.41	173.84	153.13	219.09	0.51
Standard deviation (overall)	14.31	6.15	26.88	11.84	27.40	6.74	24.24	17.86	126.11	79.95	0.02