Functional DOE: Adding Confidence intervals and Enabling Interactive HTML file export

[Steve_Kim]

What inspired this wish list request? 

(1) From 'Functional DOE Profiler' feacture in Functional Data Explorer in JMP Pro, I would like to see

  (1-1) Confidence Intervals   and

  (1-2) Interactive HTML file export from the profiler

(2) From 'Model Comparison' in JMP Pro,

   (2-1) 'Model Averaging' (Ensemble) result showed a fixed RSquare (1.00) and RASE (0.00). I think it's a bug. 

   (2-2) Shelf made 'Ensemble model' that is formulated from other models (Least Squares, Partial Least Squares, SVEM Lasso, XGBoost, Neural Turned with different weight) also showed a fixed RSquare (1.00) and RASE (0.00) value in Model Comparison results. 

What is the improvement you would like to see?

Why is this idea important? 

[Steve_Kim]

(1-1) I have noticed that the confidence intervals of the Functional DOE Profiler was already listed. 

https://community.jmp.com/t5/JMP-Wish-List/Confidence-Intervals-for-functional-DoE/idi-p/413151

(1-2) The functional DOE Profiler has been saved in interactive HTML format using JMP Pro 18 (Graph > Profiler).