sklift.viz.plot_uplift_preds

sklift.viz.base.plot_uplift_preds(trmnt_preds, ctrl_preds, log=False, bins=100)[source]

Plot histograms of treatment, control and uplift predictions.

Parameters
  • trmnt_preds (1d array-like) – Predictions for all observations if they are treatment.

  • ctrl_preds (1d array-like) – Predictions for all observations if they are control.

  • log (bool) – Logarithm of source samples. Default is False.

  • bins (integer or sequence) – Number of histogram bins to be used. Default is 100. If an integer is given, bins + 1 bin edges are calculated and returned. If bins is a sequence, gives bin edges, including left edge of first bin and right edge of last bin. In this case, bins is returned unmodified. Default is 100.

Returns

Object that stores computed values.