Bilinear Input-Conditioned Koopman Cell / results.json

Mechanism confirmed, baseline not beaten

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 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}