Description Usage Arguments Value
View source: R/ensemble_utilities.R
Internal function to calculate the weights for all emulators in the ensemble
1 2 3 | calculate_weights_for_ensemble_model(all_model_predictions,
emulator_test_data, measures, emulator_types,
num_of_generations = 8e+05)
|
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 |
weights to use for each emulator in the ensemble
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