API Reference¶

Label Maker¶

Automatically makes labels for prediction problems.

The data frame that contains labels and cutoff times for the target dataframe.

`LabelTimes.apply_lead`	Shifts the label times earlier for predicting in advance.
`LabelTimes.bin`	Bin labels into discrete intervals.
`LabelTimes.sample`	Return a random sample of labels.
`LabelTimes.threshold`	Creates binary labels by testing if labels are above threshold.

Creates plots for Label Times.

`LabelPlots.count_by_time`	Plots the label distribution across cutoff times.
`LabelPlots.distribution`	Plots the label distribution.

Help

composeml.LabelMaker