The Data Science Lab Data Prep for Machine Learning: Splitting Dr. James McCaffrey of Microsoft Research explains how to programmatically split a file of data into a training file and a test file, for ...

"Only if the data is split in such a way that the test data differ significantly from the training data can it be determined whether the model can later handle novel data, so-called ...