JMP 12 Online Documentation (English)
Discovering JMP
Using JMP
Basic Analysis
Essential Graphing
Profilers
Design of Experiments Guide
Fitting Linear Models
Specialized Models
Multivariate Methods
Quality and Process Methods
Reliability and Survival Methods
Consumer Research
Scripting Guide
JSL Syntax Reference
JMP iPad Help
JMP Interactive HTML
Capabilities Index
JMP 13.2 Online Documentation
Specialized Models
•
Neural Networks
• Model Options
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Model Options
Each model report has a red triangle menu containing options for producing additional output or saving results.
Model Report Options
describes the options in the red triangle menus.
Model Report Options
Diagram
Shows a diagram representing the hidden layer structure.
Show Estimates
Shows the parameter estimates in a report.
Profiler
Launches the Prediction Profiler. For nominal or ordinal responses, each response level is represented by a separate row in the Prediction Profiler. For details about the options in the red triangle menu, see the Profiler chapter in the
Profilers
book.
Categorical Profiler
Launches the Prediction Profiler. Similar to the Profiler option, except that all categorical probabilities are combined into a single profiler row. Available only for nominal or ordinal responses. For details about the options in the red triangle menu, see the Profiler chapter in the
Profilers
book
Contour Profiler
Launches the Contour Profiler. This is available only when the model contains more than one continuous factor. For details about the options in the red triangle menu, see the Contour Profiler chapter in the
Profilers
book
Surface Profiler
Launches the Surface Profiler. This is available only when the model contains more than one continuous factor. For details about the options in the red triangle menu, see the Surface Profiler chapter in the
Profilers
book.
ROC Curve
Creates an ROC curve. Available only for nominal or ordinal responses. For details about ROC Curves, see
ROC Curve
in Partition Models
.
Lift Curve
Creates a lift curve. Available only for nominal or ordinal responses. For details about Lift Curves, see
Lift Curves
in Partition Models
.
Plot Actual by Predicted
Plots the actual versus the predicted response. Available only for continuous responses.
Plot Residual by Predicted
Plots the residuals versus the predicted responses. Available only for continuous responses.
Save Formulas
Creates new columns in the data table containing formulas for the predicted response and the hidden layer nodes.
Save Profile Formulas
Creates new columns in the data table containing formulas for the predicted response. Formulas for the hidden layer nodes are embedded in this formula. This option produces formulas that can be used by the Flash version of the Profiler.
Save Fast Formulas
Creates new columns in the data table containing formulas for the predicted response. Formulas for the hidden layer nodes are embedded in this formula. This option produces formulas that evaluate faster than the other options, but cannot be used in the Flash version of the Profiler.
Make SAS Data Step
Creates SAS code that you can use to score a new data set.
Save Validation
Creates a new column in the data table that identifies which rows were used in the training and validation sets. This option is not available when a Validation column is specified on the Neural launch window. See
The Neural Launch Window
.
Save Transformed Covariates
Creates new columns in the data table showing the transformed covariates. The columns contain formulas that show the transformations. This option is available only when the Transform Covariates option is checked on the Model Launch. See
Fitting Options
.
Remove Fit
Removes the entire model report.