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qloguniform

Specify a uniform distribution of the form round(exp(uniform(min_value, max_value) / q) * q


Description

Specify a uniform distribution of the form round(exp(uniform(min_value, max_value) / q) * q.

This is suitable for a discrete variable with respect to which the objective is "smooth", and gets smoother with the size of the value, but which should be bounded both above and below.

Usage

qloguniform(min_value, max_value, q)

Arguments

min_value

A double of the minimum value in the range (inclusive).

max_value

A double of the maximum value in the range (inclusive).

q

An integer of the smoothing factor.

Value

A list of the stochastic expression.

See Also

random_parameter_sampling(), grid_parameter_sampling(), bayesian_parameter_sampling()


azuremlsdk

Interface to the 'Azure Machine Learning' 'SDK'

v1.10.0
MIT + file LICENSE
Authors
Diondra Peck [cre, aut], Minna Xiao [aut], AzureML R SDK Team [ctb], Microsoft [cph, fnd], Google Inc. [cph] (Examples and Tutorials), The TensorFlow Authors [cph] (Examples and Tutorials), RStudio Inc. [cph] (Examples and Tutorials)
Initial release

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