Evaluating best cost parameters: {'NKE_BG_6_state_ATP_Na/kappa_r1': {'Value': 74873.8419214305}, 'NKE_BG_6_state_ATP_Na/kappa_r2': {'Value': 960.8877900209134}, 'NKE_BG_6_state_ATP_Na/kappa_r3': {'Value': 21.069744478293895}, 'NKE_BG_6_state_ATP_Na/kappa_r4': {'Value': 7019.008704114596}, 'NKE_BG_6_state_ATP_Na/kappa_r5': {'Value': 6602.046564750297}, 'NKE_BG_6_state_ATP_Na/kappa_r6': {'Value': 1907.607003924734}, 'NKE_BG_6_state_ATP_Na/K_1': {'Value': 0.05035881350174396}, 'NKE_BG_6_state_ATP_Na/K_2': {'Value': 7174.781475508025}, 'NKE_BG_6_state_ATP_Na/K_3': {'Value': 59429.76255368225}, 'NKE_BG_6_state_ATP_Na/K_4': {'Value': 5088.361768307034}, 'NKE_BG_6_state_ATP_Na/K_5': {'Value': 8.410189630966066}, 'NKE_BG_6_state_ATP_Na/K_6': {'Value': 545999.2277997159}}
0, Target: 2.57594, Output: 0.7160125924978882, Diff: -1.859927407502112
1, Target: 9.08514, Output: 5.225089317623534, Diff: -3.8600506823764666
2, Target: 23.3676, Output: 24.552295650219868, Diff: 1.1846956502198687
3, Target: 29.6592, Output: 33.08345368274249, Diff: 3.4242536827424885
4, Target: 35.2495, Output: 39.08664291313515, Diff: 3.8371429131351533
5, Target: 40.1955, Output: 43.06066369205328, Diff: 2.8651636920532795
6, Target: 44.5764, Output: 45.66725818908211, Diff: 1.0908581890821125
7, Target: 51.9445, Output: 48.57982529833475, Diff: -3.364674701665251
8, Target: 57.867, Output: 49.989061417581425, Diff: -7.877938582418572
9, Target: 66.7481, Output: 51.16779286945462, Diff: -15.580307130545371
10, Target: 0.336798, Output: 0.23211927164881893, Diff: -0.10467872835118106
11, Target: 6.55969, Output: 5.240658312513169, Diff: -1.3190316874868309
12, Target: 17.832, Output: 16.08316634589676, Diff: -1.7488336541032403
13, Target: 27.3353, Output: 26.072239445599052, Diff: -1.2630605544009477
14, Target: 34.2442, Output: 33.31407686821169, Diff: -0.9301231317883065
15, Target: 39.1678, Output: 38.22891363223985, Diff: -0.9388863677601478
16, Target: 42.7358, Output: 41.55948714042593, Diff: -1.1763128595740682
17, Target: 47.4153, Output: 45.50110285205673, Diff: -1.9141971479432698
18, Target: 50.2664, Output: 47.590249804064854, Diff: -2.6761501959351435
19, Target: 55.7797, Output: 50.69366167095811, Diff: -5.086038329041891
20, Target: 2.08348, Output: 1.8433674739172687, Diff: -0.24011252608273148
21, Target: 5.73238, Output: 5.1370358078529215, Diff: -0.5953441921470786
22, Target: 8.82271, Output: 7.993562796592008, Diff: -0.8291472034079925
23, Target: 14.8113, Output: 13.712236046647584, Diff: -1.099063953352415
24, Target: 19.1424, Output: 18.006165105090428, Diff: -1.1362348949095704
25, Target: 22.4205, Output: 21.348810173067847, Diff: -1.071689826932154
26, Target: 27.0534, Output: 26.215410745543586, Diff: -0.8379892544564136
27, Target: 30.1705, Output: 29.587773788255753, Diff: -0.582726211744248
28, Target: 32.4111, Output: 32.06249462262958, Diff: -0.3486053773704185
29, Target: 34.0994, Output: 33.955873708621795, Diff: -0.14352629137820827
30, Target: 25.7951, Output: 48.03939690543334, Diff: 22.24429690543334
31, Target: 32.1871, Output: 48.06335733413171, Diff: 15.876257334131708
32, Target: 37.8792, Output: 48.086481213049304, Diff: 10.207281213049306
33, Target: 42.5217, Output: 48.10884814082079, Diff: 5.587148140820787
34, Target: 46.1045, Output: 48.13051181666379, Diff: 2.0260118166637895
35, Target: 49.5612, Output: 48.15836810291227, Diff: -1.4028318970877294
36, Target: 50.8786, Output: 48.171874857092476, Diff: -2.7067251429075228
37, Target: 52.003, Output: 48.18511028837091, Diff: -3.8178897116290926
38, Target: 53.8534, Output: 48.21079214241623, Diff: -5.642607857583769
39, Target: 55.3792, Output: 48.23545960957897, Diff: -7.14374039042103
Final RMSE with best cost parameters: 5.95192430045586
Results ordered as: ['Terkildsen_NaK_kinetic_Nai_cond.csv', 'Terkildsen_NaK_kinetic_Ke_cond.csv', 'Terkildsen_NaK_kinetic_ATP_cond.csv', 'Terkildsen_NaK_kinetic_volt_cond.csv']