Description Usage Arguments Examples
This function returns a list which contains models that have satisfying threshold. Defualts threshold: CV-RMSE <= 0.25 and r-squared >= 0.75, and Pass all of shape test, tTest and population test. Suggested Threshold value for fuel is CV-RMSE <= 0.50 and r-squared >= 0.75; for elec, one can use default value.
1 | model_pass_func(inter_result, CV_RMSE_n = 0.25, Rsquared_n = 0.75)
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inter_result |
A list containing information about parameters such as slopes, change-points, and stats such as RMSE. |
CV_RMSE_n |
A numeric value. CV-RMSE threshold value. Defaults to 0.25. |
Rsquared_n |
A numeric value. Rsquared threshold value. Defaults to 0.75. |
1 2 3 4 | util = subset(unretrofit_utility, unretrofit_utility$bdbid == 'f3acce86'
& unretrofit_utility$energy_type == 'Elec')
result = run_model(util)
best_result = model_pass_func(result)
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