Description Usage Arguments Value
kriging
- kriging surrogate model
svr
- suport vector machine regression surrogate models
train
- train surrogate models
predict
- prediction values of the surrogate models
upsm
- create a UP surrogate model
setDOE
- set DOE for a UP surrogate model
masterprediction
- master prediction values of a UP surrogate models
uppredict
- UP prediction values of a UP surrogate models
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 |
x |
input values |
y |
output values |
parameters |
kriging parameters |
type |
kriging type |
model |
the surrogate model |
object |
surrogate model |
newdata |
data points where to predict.UP |
... |
other parameters |
sm |
surrogate model |
UP |
Resampling method defining the Universal Prediction |
kriging: kriging surrogate model.
svr: svr surrogate model
train: trained surrogate model
predict.UP: surrogate model predictions
upsm: UP surrogate model
setDOE: a UP surrogate model with DOE
masterprediction: surrogate model master predictions
uppredict: surrogate model UP predictions
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