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Nonlinear System Modeling on 1D Nonlinear System (test)
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1.07
Test RMSE
Var. GP-SSM
1.0188
1.3644
1.71
2.0556
Jun 18, 2014
Test RMSE
Predictive Log Likelihood
Train Time (min)
Test Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Test RMSE
Predictive Log Likelihood
Train Time (min)
Test Time (s)
Var. GP-SSM
inference procedure=SV...
2014.06
1.07
-1.47
4.12
0.14
PMCMC GP-SSM
dataset size (T)=500
2014.06
1.12
-1.57
547
421
Variational GP-SSM
dataset size (T)=500
2014.06
1.15
-1.61
2.14
0.14
GP-NARX
dataset size (T)=500
2014.06
1.46
-1.9
0.22
3.85
GP-NARX + FITC
dataset size (T)=500,...
2014.06
1.47
-1.9
0.17
0.23
Linear (N4SID)
dataset size (T)=500
2014.06
2.35
-2.3
0.01
0.11
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