ExceptionExtrapolation

class skfda.representation.extrapolation.ExceptionExtrapolation

Raise an exception.

Examples

>>> from skfda.datasets import make_sinusoidal_process
>>> from skfda.representation.extrapolation import (
...     ExceptionExtrapolation)
>>> fd = make_sinusoidal_process(n_samples=2, random_state=0)

We can set the default type of extrapolation

>>> fd.extrapolation = ExceptionExtrapolation()
>>> try:
...     fd([-.5, 0, 1.5]).round(3)
... except ValueError as e:
...     print(e)
Attempt to evaluate points outside the domain range.

This extrapolator is equivalent to the string “exception”.

>>> fd.extrapolation = 'exception'
>>> try:
...     fd([-.5, 0, 1.5]).round(3)
... except ValueError as e:
...     print(e)
Attempt to evaluate points outside the domain range.

Methods