calcAcq

Params

Acquisition function type to be used

The current maximum known value of the target utility function

y_max

tunable parameter kappa to balance exploitation against exploration

kappa

tunable parameter epsilon to balance exploitation against exploration

internal

Fast, flexible framework for implementing Bayesian optimization of model
hyperparameters according to the methods described in Snoek et al. <arXiv:1206.2944>.
The package allows the user to run scoring function in parallel, save intermediary
results, and tweak other aspects of the process to fully utilize the computing resources
available to the user.

calcAcq: Calculate Acquisition Function

Description

Usage

Arguments

Value