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Dakota Reference Manual
Version 6.15
Explore and Predict with Confidence
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Filename for a YAML file that specifies Gaussian process options
Alias: none
Argument(s): STRING
Default: no advanced options file
The YAML file contains configuration options that are used to populate a Teuchos ParameterList used by the Gaussian process that will override other keyword-specified parameters. Missing options in the YAML file are set to default values.
# FILE: gp_options.yaml GP Parameters: Sigma Bounds: lower bound: 1.0e-2 upper bound: 1.0e2 scaler name: standardization num restarts: 20 Nugget: fixed nugget: 0.0 estimate nugget: true Bounds: lower bound: 3.17e-8 upper bound: 1.0e-2 gp seed: 42 standardize response: false Trend: estimate trend: true Options: max degree: 2 reduced basis: false p-norm: 1.0 scaler type: none regression solver type: SVD verbosity: 1 kernel type: squared exponential Length-scale Bounds: lower bound: 1.0e-2 upper bound: 1.0e2 verbosity: 1