Main Concepts

Label Maker

The label maker automatically extracts data along the time index to generate labels. The process starts by setting the first cutoff time after the minimum amount of data. Then subsequent cutoff times are spaced apart using gaps. Starting from each cutoff time, a window determines the amount of data, also referred to as a data slice, to pass into a labeling function.

The labeling function will then transform the extracted data slice into a label.

In cases where the labeling function returned continuous values, there are label transforms available to further process the labels into discrete values.