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spartan (version 3.0.2)

calculate_weights_for_ensemble_model: Internal function to calculate the weights for all emulators in the ensemble

Description

Internal function to calculate the weights for all emulators in the ensemble

Usage

calculate_weights_for_ensemble_model(all_model_predictions,
  emulator_test_data, measures, emulator_types,
  num_of_generations = 8e+05)

Arguments

all_model_predictions

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

emulator_test_data

Data on which the ensemble performance will be assessed

measures

Simulation responses the model should predict

emulator_types

Machine learning techniques being employed

num_of_generations

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

Value

weights to use for each emulator in the ensemble