Evaluating best cost parameters: {'NKE_BG_6_state_ATPNa/kappa_r1': {'Value': 51637.560588688575}, 'NKE_BG_6_state_ATPNa/kappa_r2': {'Value': 15.650494522598684}, 'NKE_BG_6_state_ATPNa/kappa_r3': {'Value': 86.8080184131396}, 'NKE_BG_6_state_ATPNa/kappa_r4': {'Value': 1134.3937903339397}, 'NKE_BG_6_state_ATPNa/kappa_r5': {'Value': 436.70830085740215}, 'NKE_BG_6_state_ATPNa/kappa_r6': {'Value': 822.1772844668537}, 'NKE_BG_6_state_ATPNa/K_1': {'Value': 0.05374386974606942}, 'NKE_BG_6_state_ATPNa/K_2': {'Value': 4886.116779421335}, 'NKE_BG_6_state_ATPNa/K_3': {'Value': 53830.33483369873}, 'NKE_BG_6_state_ATPNa/K_4': {'Value': 50.10479360279008}, 'NKE_BG_6_state_ATPNa/K_5': {'Value': 0.7025756607375335}, 'NKE_BG_6_state_ATPNa/K_6': {'Value': 486668.5020503264}}
0, Target: 2.57594, Output: 0.5997117568759592, Diff: -1.9762282431240408
1, Target: 9.08514, Output: 4.472810869167828, Diff: -4.6123291308321726
2, Target: 23.3676, Output: 23.209274809950244, Diff: -0.1583251900497551
3, Target: 29.6592, Output: 32.782894619011685, Diff: 3.1236946190116868
4, Target: 35.2495, Output: 40.0929444655948, Diff: 4.8434444655948
5, Target: 40.1955, Output: 45.22151549747294, Diff: 5.02601549747294
6, Target: 44.5764, Output: 48.72019546521684, Diff: 4.14379546521684
7, Target: 51.9445, Output: 52.76333350274099, Diff: 0.8188335027409934
8, Target: 57.867, Output: 54.77247100981991, Diff: -3.0945289901800876
9, Target: 66.7481, Output: 56.480382804603245, Diff: -10.267717195396749
10, Target: 0.336798, Output: 0.19414961176668, Diff: -0.14264838823332
11, Target: 6.55969, Output: 4.488471718153212, Diff: -2.0712182818467877
12, Target: 17.832, Output: 14.528669590327821, Diff: -3.3033304096721796
13, Target: 27.3353, Output: 24.80289547049586, Diff: -2.5324045295041415
14, Target: 34.2442, Output: 32.9610430810822, Diff: -1.283156918917797
15, Target: 39.1678, Output: 38.88027266266078, Diff: -0.2875273373392204
16, Target: 42.7358, Output: 43.083069581396515, Diff: 0.3472695813965174
17, Target: 47.4153, Output: 48.27135532378414, Diff: 0.8560553237841404
18, Target: 50.2664, Output: 51.1208108737031, Diff: 0.8544108737031024
19, Target: 55.7797, Output: 55.4880889929172, Diff: -0.29161100708279974
20, Target: 2.08348, Output: 1.5102513583573687, Diff: -0.5732286416426315
21, Target: 5.73238, Output: 4.293665142224829, Diff: -1.438714857775171
22, Target: 8.82271, Output: 6.800259155691076, Diff: -2.022450844308925
23, Target: 14.8113, Output: 12.096697274455051, Diff: -2.714602725544948
24, Target: 19.1424, Output: 16.338485483654367, Diff: -2.803914516345632
25, Target: 22.4205, Output: 19.81211030863505, Diff: -2.608389691364952
26, Target: 27.0534, Output: 25.161553262474204, Diff: -1.8918467375257961
27, Target: 30.1705, Output: 29.088647848803724, Diff: -1.0818521511962764
28, Target: 32.4111, Output: 32.09410418502756, Diff: -0.31699581497243656
29, Target: 34.0994, Output: 34.46829388711404, Diff: 0.3688938871140337
30, Target: 25.7951, Output: 26.275192477143413, Diff: 0.48009247714341186
31, Target: 32.1871, Output: 33.349696356370536, Diff: 1.1625963563705355
32, Target: 37.8792, Output: 39.62517246980743, Diff: 1.745972469807434
33, Target: 42.5217, Output: 44.55685142819378, Diff: 2.035151428193778
34, Target: 46.1045, Output: 48.076349165310944, Diff: 1.9718491653109425
35, Target: 49.5612, Output: 50.994300032699336, Diff: 1.4331000326993362
36, Target: 50.8786, Output: 51.906530107260934, Diff: 1.0279301072609357
37, Target: 52.003, Output: 52.566681948555356, Diff: 0.5636819485553559
38, Target: 53.8534, Output: 53.37782675542578, Diff: -0.4755732445742211
39, Target: 55.3792, Output: 53.78686628992127, Diff: -1.5923337100787265
Final RMSE with best cost parameters: 2.710710307324198
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']