Partitioning by Date

If I have 3 years of data, is it possible for me to use first 2 years of the data as training data and the latest year of the data as the testing data?

Sure. If you sort your data by year, you can use the Row Splitter node to do this. Use the include rows by number option, and define which rows you want to pass to the upper output port.

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