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It contained 25 of the episodes with HET in 2010 and 2011 and 12. 5 of the episodes with HET in 2012 and 2013; and (c) Validation: used for assessing the performance of the final model and contained half of the eligible episodes with HET in 2012 and 2013.
We reserved the Validation dataset for testing of the final model with the selected set of coefficients; it was not used during the modeling process or for model selection. We also created a Training light data set for expediting the model building and fitting process.