TimeSliceCrossValidationResult

class pymc_marketing.mmm.time_slice_cross_validation.TimeSliceCrossValidationResult(X_train, y_train, X_test, y_test, idata)

Container for the results of one time-slice CV step.

Attributes:

X_trainpd.DataFrame

Feature matrix used for training in this fold.

y_trainpd.Series

Target variable used for training in this fold.

X_testpd.DataFrame

Feature matrix used for testing in this fold.

y_testpd.Series

Target variable used for testing in this fold.

idataaz.InferenceData

ArviZ InferenceData object containing posterior samples and predictions from the fitted model for this fold.

Methods

TimeSliceCrossValidationResult.__init__(...)

Attributes

X_train
y_train
X_test
y_test
idata