Description Usage Arguments Value
View source: R/emulation_utilities.R
Internal function to build performance statistics (MSE, R2, generation time) for an emulation
1 2 | build_performance_statistics(technique, model_predictions, observed_data,
measures, benchmark)
|
technique |
The machine learning technique used to develop the emulator |
model_predictions |
Predicted dataset |
observed_data |
Observed dataset (testing or validation) |
measures |
Simulation responses the model should predict |
benchmark |
Dataset of benchmarking data to which these results are being added |
Updated benchmark object, probably of numerous machine learning techniques, showing the MSE, R2, and generation time for this technique
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