sklearn.gaussian_process.kernels.Hyperparameter¶

class sklearn.gaussian_process.kernels.Hyperparameter[source]¶

A kernel hyperparameter’s specification in form of a namedtuple.

New in version 0.18.

Attributes

namestring

Alias for field number 0

value_typestring

Alias for field number 1

boundspair of floats >= 0 or “fixed”

Alias for field number 2

n_elementsint, default=1

Alias for field number 3

fixedbool, default: None

Alias for field number 4

Methods

count(self, value, /)	Return number of occurrences of value.
index(self, value[, start, stop])	Return first index of value.

__init__(self, /, *args, **kwargs)¶

Initialize self. See help(type(self)) for accurate signature.

__call__(*args, **kwargs)¶

Call self as a function.

property bounds¶

Alias for field number 2

count(self, value, /)¶

Return number of occurrences of value.

property fixed¶

Alias for field number 4

index(self, value, start=0, stop=9223372036854775807, /)¶

Return first index of value.

Raises ValueError if the value is not present.

property n_elements¶

Alias for field number 3

property name¶

Alias for field number 0

property value_type¶

Alias for field number 1