calculate_weights_for_ensemble_model: Internal function to calculate the weights for all emulators...

In spartan: Simulation Parameter Analysis R Toolkit ApplicatioN: 'spartan'

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

spartan documentation built on May 2, 2019, 9:39 a.m.