Gaussian Process Model

Associated Constructors

Bayesian Optimization

Syntax: Bayesian Optimization( Y( column ), X( columns ) )

Description: Models the relationship between a continuous response and one or more continuous predictors as a spline with interpolation.

dt = Open( "$SAMPLE_DATA/2D PUT EXAMPLE FILE HERE" );
obj = dt << Bayesian Optimization( Y( :Y ), X( :X1, :X2 ) );

Item Messages

Copy Model Fit Script

Syntax: obj << Copy Model Fit Script

Description: Create a JSL script to produce this analysis, and put it on the clipboard.

JMP Version Added: 19

Intercept

Syntax: obj << Intercept( number )

JMP Version Added: 19

Nugget

Syntax: obj << Nugget( number )

JMP Version Added: 19

Profiler

Syntax: obj << Profiler( state=0|1 )

Description: Explores how each column changes with respect to changes in each factor value across models.

Residual

Syntax: obj << Residual( number )

JMP Version Added: 19

Save Model Fit Script to Data Table

Syntax: obj << Save Model Fit Script to Data Table

Description: Create a JSL script to produce this analysis, and save it as a table property in the data table.

JMP Version Added: 19

Save Model Fit Script to Journal

Syntax: obj << Save Model Fit Script to Journal

Description: Create a JSL script to produce this analysis, and add a Button to the journal containing this script.

JMP Version Added: 19

Save Model Fit Script to Report

Syntax: obj << Save Model Fit Script to Report

Description: Create a JSL script to produce this analysis, and show it in the report itself. Useful to preserve a printed record of what was done.

JMP Version Added: 19

Save Model Fit Script to Script Window

Syntax: obj << Save Model Fit Script to Script Window

Description: Create a JSL script to produce this analysis, and append it to the current Script text window.

JMP Version Added: 19

Starting Values

Syntax: obj << Starting Values( number )

JMP Version Added: 19

Theta Values

Syntax: obj << Theta Values( number )

JMP Version Added: 19