Description Usage Format Details Fields Methods Examples
krigingsm
is a kriging adapter. It makes the use of the universal distirbution easier
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An R6Class
generator object
It construct a kriging model from the package DiceKriging and it inherits form the sm
.
The inheritance of the class sm
is required when one want to use the universal distribution
numsm
: number of sub models
model_name
: "aggregation"
aggweights
: aggregation weights
fit
: fitness function used to tune the wieghts
krigingsm$new(x=NULL,y=NULL,parameters = NULL, type= "UK")
Creates a new krigingsm
object.
train()
train the surrogate model.
predict(newdata)
it predicts the new data.
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