Java Deep Learning Cookbook

How it works...

When we open the synthetic control data after the download, it will look like the following:

A single sequence is marked in the preceding screenshot. There are 600 sequences in total, and each sequence is separated by a new line. In our example, we can split the dataset in such a way that 450 sequences will be used for training and the remaining 150 sequences will be used for evaluation. We are trying to categorize a given sequence against six known classes.

Note that this is a univariate time series. The data that is recorded in a single sequence is spread across different time steps. We create separate files for every single ...