Evaluating model: NKE_BG_6_state_ATPNaZK_fixedV
Evaluating best cost parameters: {'NKE_BG_6_state_ATPNaZK/kappa_r1': {'Value': 30732.23748748176}, 'NKE_BG_6_state_ATPNaZK/kappa_r2': {'Value': 71.49469597546585}, 'NKE_BG_6_state_ATPNaZK/kappa_r3': {'Value': 705.4127777796022}, 'NKE_BG_6_state_ATPNaZK/kappa_r4': {'Value': 4540.676439780393}, 'NKE_BG_6_state_ATPNaZK/kappa_r5': {'Value': 19.75891481106646}, 'NKE_BG_6_state_ATPNaZK/kappa_r6': {'Value': 3344.9874632207307}, 'NKE_BG_6_state_ATPNaZK/K_1': {'Value': 0.012459093042922037}, 'NKE_BG_6_state_ATPNaZK/K_2': {'Value': 5649.590840098197}, 'NKE_BG_6_state_ATPNaZK/K_3': {'Value': 24619.73277457507}, 'NKE_BG_6_state_ATPNaZK/K_4': {'Value': 1062.3994443283495}, 'NKE_BG_6_state_ATPNaZK/K_5': {'Value': 1.2814622027978095}, 'NKE_BG_6_state_ATPNaZK/K_6': {'Value': 608212.4705054001}}
0, Target: 2.57594, Output: 0.633870664020488, Diff: -1.9420693359795123
1, Target: 9.08514, Output: 4.696279877830995, Diff: -4.388860122169006
2, Target: 23.3676, Output: 23.612640258730444, Diff: 0.24504025873044455
3, Target: 29.6592, Output: 32.832058083274255, Diff: 3.1728580832742566
4, Target: 35.2495, Output: 39.68015860397998, Diff: 4.430658603979985
5, Target: 40.1955, Output: 44.38913996516653, Diff: 4.1936399651665255
6, Target: 44.5764, Output: 47.557537798637156, Diff: 2.9811377986371568
7, Target: 51.9445, Output: 51.175394971436624, Diff: -0.7691050285633736
8, Target: 57.867, Output: 52.95607388391729, Diff: -4.910926116082706
9, Target: 66.7481, Output: 54.46094731272494, Diff: -12.287152687275054
10, Target: 0.336798, Output: 0.22873712068196478, Diff: -0.10806087931803521
11, Target: 6.55969, Output: 5.199941158131535, Diff: -1.3597488418684645
12, Target: 17.832, Output: 16.20025879959225, Diff: -1.6317412004077525
13, Target: 27.3353, Output: 26.634240125952957, Diff: -0.7010598740470435
14, Target: 34.2442, Output: 34.385465407443384, Diff: 0.14126540744338456
15, Target: 39.1678, Output: 39.73833156329524, Diff: 0.5705315632952406
16, Target: 42.7358, Output: 43.409125847040194, Diff: 0.6733258470401964
17, Target: 47.4153, Output: 47.799472495142155, Diff: 0.38417249514215257
18, Target: 50.2664, Output: 50.146994009487635, Diff: -0.11940599051236234
19, Target: 55.7797, Output: 53.66083921476417, Diff: -2.1188607852358317
20, Target: 2.08348, Output: 1.5925330327481355, Diff: -0.4909469672518647
21, Target: 5.73238, Output: 4.508737302181918, Diff: -1.2236426978180823
22, Target: 8.82271, Output: 7.114206609430409, Diff: -1.708503390569592
23, Target: 14.8113, Output: 12.556034296688228, Diff: -2.255265703311771
24, Target: 19.1424, Output: 16.853164557355864, Diff: -2.2892354426441344
25, Target: 22.4205, Output: 20.33240827406742, Diff: -2.088091725932582
26, Target: 27.0534, Output: 25.621911971272986, Diff: -1.4314880287270135
27, Target: 30.1705, Output: 29.45303558695043, Diff: -0.7174644130495693
28, Target: 32.4111, Output: 32.355845855425315, Diff: -0.055254144574682584
29, Target: 34.0994, Output: 34.63128894429292, Diff: 0.5318889442929162
30, Target: 25.7951, Output: 29.472146821833743, Diff: 3.6770468218337413
31, Target: 32.1871, Output: 36.03976614802461, Diff: 3.8526661480246105
32, Target: 37.8792, Output: 41.47632831575285, Diff: 3.5971283157528546
33, Target: 42.5217, Output: 45.514859652498075, Diff: 2.993159652498072
34, Target: 46.1045, Output: 48.28000736570758, Diff: 2.175507365707581
35, Target: 49.5612, Output: 50.50266226764059, Diff: 0.9414622676405884
36, Target: 50.8786, Output: 51.184977993546056, Diff: 0.3063779935460573
37, Target: 52.003, Output: 51.67510015317844, Diff: -0.32789984682155904
38, Target: 53.8534, Output: 52.27317878764507, Diff: -1.5802212123549282
39, Target: 55.3792, Output: 52.573056364939205, Diff: -2.806143635060792
Final RMSE with best cost parameters: 2.975152816545762
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']