3 First wave emulators
In this section we train the first wave of emulators.
Let us start by splitting wave0 in two parts: the training set (the first half), on which we will train the emulators, and a validation set (the second half), which will be used to do diagnostics of the emulators.
training <- wave0[1:90,]
validation <- wave0[91:180,]We are now ready to train the emulators using the emulator_from_data function.
ems_wave1 <- emulator_from_data(training, names(targets), ranges)## I25
## I40
## I100
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## I350
## R25
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## I25
## I40
## I100
## I200
## I300
## I350
## R25
## R40
## R100
## R200
## R300
## R350