Bilinear Input-Conditioned Koopman Cell / results.json
Mechanism confirmed, baseline not beaten
1{
2 "identity_max_abs_error": 3.552713678800501e-15,
3 "seed": 7,
4 "train_sequences": 120,
5 "test_sequences": 40,
6 "horizon": 24,
7 "additive": {
8 "one_step_mse": 0.005461502111882878,
9 "rollout_mse": 0.0031859617527105755,
10 "rollout_rmse": 0.05644432436224722,
11 "parameter_count": 3,
12 "coefficients": [
13 0.695800938924403,
14 0.12900851400030572,
15 0.030227471163984998
16 ]
17 },
18 "bilinear": {
19 "one_step_mse": 4.035501705973719e-32,
20 "rollout_mse": 3.477893758376753e-32,
21 "rollout_rmse": 1.8649111931608843e-16,
22 "parameter_count": 4,
23 "coefficients": [
24 0.7200000000000004,
25 0.07999999999999975,
26 0.5799999999999998,
27 0.029999999999999888
28 ]
29 }
30}