AcquisitionFunction Class

Defines names for all acquisition functions used to select the next pipeline.

The default is EI (expected improvement).

Constructor

AcquisitionFunction()

Attributes

EI

EI = 'EI'

EXPECTED

EXPECTED = 'expected'

FULL_SET

FULL_SET = {'EI', 'PI', 'UCB', 'expected', 'thompson'}

PI

PI = 'PI'

THOMPSON

THOMPSON = 'thompson'

UCB

UCB = 'UCB'