I find it very useful exporting the prediction profiler to flash format. In order to do so I extract the model formula and use it in the profiler platform. Unfortunately, this is not available for nominal or ordinal logistic regression.
In addition, the logistic regression takes too long to calculate odds ratios and confidence intervals when medium size files are involved.
For example, this thing takes quite a few minutes while indicating - not responding:
(Before running this script save and close all other JMP windows since it tends to get stuck)
// get data table
dt = Open( "$SAMPLE_DATA/Hurricanes.jmp" );
// run the model
obj = Fit Model(
Y( :Storm Category ),
Effects( :Latitude, :Longitude, :Latitude * :Longitude ),
Personality( Nominal Logistic ),
Run( Likelihood Ratio Tests( 0 ), Wald Tests( 0 ) )
);
// get the confidence intervals for the estimates
obj << Confidence Intervals( 0.05 );