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spartan (version 3.0.2)

weight_emulator_predictions_by_ensemble: Internal function to weight emulator predictions by that calculated for the ensemble

Description

Internal function to weight emulator predictions by that calculated for the ensemble

Usage

weight_emulator_predictions_by_ensemble(model_weights,
  all_model_predictions, measures, num_generations = 8e+05)

Arguments

model_weights

Weights for all emulators in the ensemble, based on test set performance

all_model_predictions

Set of test set predictions obtained for all emulators in the ensemble

measures

Simulation responses the model should predict

num_generations

Number of generations for which the neural network that is generating the weights should attempt to converge within

Value

predictions generated by the ensemble