CONAN.geepee.GPSaveObj.predict

CONAN.geepee.GPSaveObj.predict#

CONAN.geepee.GPSaveObj.predict(x=None, return_var=False, series_id=0)#

Predict the GP at the given x values.

Parameters:

  • x (array-like, optional) – The x values at which to predict the GP. If None, use the saved x values.

  • return_var (bool, optional) – If True, return the variance of the GP prediction.

  • series_id (int, optional) – For multiseries GP fit with Spleaf, the series ID (dimension) for the GP prediction. Default is 0.

Returns:

  • array-like – The GP prediction at the given x values.

  • If return_var is True, returns a tuple of (mean, variance).

  • If return_var is False, returns only the mean.

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