generate_ensemble_training_set: Internal function used to combine test set predictions from...

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

Description

Internal function used to combine test set predictions from emulators to form the ensemble training set

Usage

generate_ensemble_training_set(emulator, parameters, measures,
  observed_data, all_model_predictions)

Arguments

emulator	An emulator object from which the test set data is being predicted
parameters	Vector containing the names of the simulation parameters in the dataset on which the emulator is being trained
measures	Vector containing the simulation outputs that the emulators should be able to predict
observed_data	Data obtained from experimentation on the simulator itself, and now used to train the ensemble
all_model_predictions	The set of predictions from numerous emulators to which this set of predictions is being added

Value

updated all_model_predictions containing predictions for this emulator. This updated list becomes the training set for the ensemble.

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