# Wolfram Language & System 11.0 (2016)|Legacy Documentation

This is documentation for an earlier version of the Wolfram Language.
BUILT-IN WOLFRAM LANGUAGE SYMBOL

# BayesianMaximizationObject

represents the result of a Bayesian maximization process.

## Details and OptionsDetails and Options

• is the result generated by .
• BayesianMaximizationObject[][prop] gives the property prop of the Bayesian maximization object.
• BayesianMaximizationObject[][{prop1,prop2,}] gives the list of properties {prop1,prop2,}.
• Possible properties for the minimization of a function f include:
•  "EvaluationHistory" configurations and values explored during maximization "MaximumConfiguration" configuration found that maximizes the result from f "MaximumValue" estimated maximum value obtained from f "Method" method used for Bayesian maximization "NextConfiguration" configuration to sample next if maximization were continued "ObjectiveFunction" original function f being maximized "PredictorFunction" best prediction model found for the function f "Properties" list of all available properties

## ExamplesExamplesopen allclose all

### Basic Examples  (1)Basic Examples  (1)

Maximize a function over an interval region via BayesianMaximization to create a BayesianMaximizationObject[]:

 In[1]:=
 Out[1]=

Use the BayesianMaximizationObject[] to find the available properties:

 In[2]:=
 Out[2]=

Get the estimated maximum configuration:

 In[3]:=
 Out[3]=

Get the estimated maximum value:

 In[4]:=
 Out[4]=

Get the list of configurations and function values explored during the maximization:

 In[5]:=
 Out[5]=

Get information about the method used to explore configurations:

 In[6]:=
 Out[6]=

Get the current probabilistic model of the function (this is a PredictorFunction):

 In[7]:=
 Out[7]=

Find the best configuration to explore next according to the model:

 In[8]:=
 Out[8]=

Get information about a list of properties simultaneously:

 In[9]:=
 Out[9]=

Visualize how well the function is modeled, particularly near the maximum:

 In[10]:=
 Out[10]=