Transition Function Prediction on Nonlinear System synthetic (test)
0.5RMSEGround truth model
Evaluation results
| Method | Links | |
|---|---|---|
| Ground truth modelParameters=learned2013.06 | 0.5 | |
| GP-SSMMean function=model B, Status=Proposed2013.06 | 1.7 | |
| Sparse GP-SSMMean function=model B, Sparsity=FIC prior with 40 inducing points, Status=Proposed2013.06 | 1.8 | |
| Linear modelParameters=learned2013.06 | 5.5 | |
| Model BParameters=fixed2013.06 | 7.1 |