Evaluating best cost parameters: {'NKE_BG_6_state_ATPNaZK/kappa_r1': {'Value': 2838.887577221678}, 'NKE_BG_6_state_ATPNaZK/kappa_r2': {'Value': 51.10219437844171}, 'NKE_BG_6_state_ATPNaZK/kappa_r3': {'Value': 469.3484263577967}, 'NKE_BG_6_state_ATPNaZK/kappa_r4': {'Value': 619068.2941716437}, 'NKE_BG_6_state_ATPNaZK/kappa_r5': {'Value': 35.86695382215395}, 'NKE_BG_6_state_ATPNaZK/kappa_r6': {'Value': 868.3565212763533}, 'NKE_BG_6_state_ATPNaZK/K_1': {'Value': 0.01672750157200864}, 'NKE_BG_6_state_ATPNaZK/K_2': {'Value': 4477.021060951143}, 'NKE_BG_6_state_ATPNaZK/K_3': {'Value': 46639.870922646594}, 'NKE_BG_6_state_ATPNaZK/K_4': {'Value': 720.5754433721395}, 'NKE_BG_6_state_ATPNaZK/K_5': {'Value': 1.6068992551751866}, 'NKE_BG_6_state_ATPNaZK/K_6': {'Value': 30254.315059094864}}
0, Target: 2.57594, Output: 0.5995100882506765, Diff: -1.9764299117493236
1, Target: 9.08514, Output: 4.469778962901186, Diff: -4.615361037098815
2, Target: 23.3676, Output: 23.155267528477356, Diff: -0.21233247152264312
3, Target: 29.6592, Output: 32.67905458280115, Diff: 3.019854582801152
4, Target: 35.2495, Output: 39.940256282643205, Diff: 4.690756282643207
5, Target: 40.1955, Output: 45.02898628256819, Diff: 4.833486282568188
6, Target: 44.5764, Output: 48.497855016495166, Diff: 3.921455016495166
7, Target: 51.9445, Output: 52.503886776510235, Diff: 0.5593867765102374
8, Target: 57.867, Output: 54.49352701373869, Diff: -3.373472986261305
9, Target: 66.7481, Output: 56.184312624887944, Diff: -10.56378737511205
10, Target: 0.336798, Output: 0.21515221660926676, Diff: -0.12164578339073323
11, Target: 6.55969, Output: 4.930440560582397, Diff: -1.6292494394176025
12, Target: 17.832, Output: 15.638897791076575, Diff: -2.1931022089234258
13, Target: 27.3353, Output: 26.16083591029964, Diff: -1.1744640897003613
14, Target: 34.2442, Output: 34.21871262378682, Diff: -0.02548737621317798
15, Target: 39.1678, Output: 39.90827196684137, Diff: 0.7404719668413691
16, Target: 42.7358, Output: 43.87065657756914, Diff: 1.1348565775691455
17, Target: 47.4153, Output: 48.67611598342325, Diff: 1.2608159834232495
18, Target: 50.2664, Output: 51.275797250122984, Diff: 1.009397250122987
19, Target: 55.7797, Output: 55.20711286232684, Diff: -0.5725871376731604
20, Target: 2.08348, Output: 1.5088659829596767, Diff: -0.5746140170403236
21, Target: 5.73238, Output: 4.293448095648899, Diff: -1.4389319043511009
22, Target: 8.82271, Output: 6.805232178763878, Diff: -2.017477821236123
23, Target: 14.8113, Output: 12.125576642799716, Diff: -2.685723357200283
24, Target: 19.1424, Output: 16.39922619110441, Diff: -2.7431738088955875
25, Target: 22.4205, Output: 19.907399510744007, Diff: -2.5131004892559936
26, Target: 27.0534, Output: 25.325002597422, Diff: -1.7283974025780005
27, Target: 30.1705, Output: 29.3137234368163, Diff: -0.8567765631837005
28, Target: 32.4111, Output: 32.3729969008642, Diff: -0.038103099135796015
29, Target: 34.0994, Output: 34.793790717454165, Diff: 0.6943907174541621
30, Target: 25.7951, Output: 24.06791549077995, Diff: -1.7271845092200522
31, Target: 32.1871, Output: 31.30295174854657, Diff: -0.884148251453432
32, Target: 37.8792, Output: 38.026836977213, Diff: 0.14763697721300417
33, Target: 42.5217, Output: 43.52621766814156, Diff: 1.0045176681415597
34, Target: 46.1045, Output: 47.5730216991377, Diff: 1.4685216991376961
35, Target: 49.5612, Output: 51.0085782344375, Diff: 1.447378234437501
36, Target: 50.8786, Output: 52.09799875965282, Diff: 1.2193987596528189
37, Target: 52.003, Output: 52.89102252278343, Diff: 0.8880225227834302
38, Target: 53.8534, Output: 53.87081997523891, Diff: 0.01741997523890859
39, Target: 55.3792, Output: 54.367177876214235, Diff: -1.012022123785762
Final RMSE with best cost parameters: 2.627315161522138
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']