- Fixed the example to make it work properly. Added some data pre-processing and handling of NAs.
- Fixed the problem with max_comb=1 in combination with nkernel=1.
Function sapply needed the option simplify=FALSE to keep the data
structure

- No error anymore if nkernel>1 and par_functions=“”

- Factor levels 6 to 8 will now be displayed. They had no color assigned before.
- Reference line for overall result is now exact on the right place. The slider input has been removed as this caused inappropriate rounding in some cases.

- The slider for the y-range is now improved. It will use nice numbers for the range selection. Thanks to Tommy (662787) from StackOverflow for roundDownNice(). And you can actually give a set of numbers you think of being nice in the new parameter NiceNumbers.
- Background shading including marks can be set by the new parameter StripesBGplot. The program will aim for the given number of stripes/marks but the actual display may differ to have nice intervals
- On the x-axis percentages of the total are shown

- Updated the description
- Packages shiny and DT are now imports although only needed in subscreenshow
- Spelling errors corrected
- Changed some internal function and variable names for better readability
- Translated the rest of the German comments into English
- Deleted unused functions and program code
- Removed NA from the subgroup filter drop-down selection

- New Layout
- Added Subscreen Comparer
- Added Subscreen Mosaic
- Added Variable Importance calculation
- Added Colour Options Panel
- Added Display Options Panel
- Added identification of parent subgroups
- Added option to memorize subgroups

- Add parameter ‘factorial’ for factorial context calculations
- Add parameter ‘use_complement’ for Subgroup complement calculations

*Added possibility to calculate importance for multiple target variables

*Improve coloring running time *Bug fix in function parents()
for descending ID’s *Bug fix ‘Infinite option’-loop * Add
‘Factorial Contexts’-calculation * Add optional ‘Subgroup
Complement’-calculation * Add Subscreen ASMUS-tab *Add Subscreen Logo
*Change default background color *Add Flexible Plot sizes
*Add Mousehover info for all plots *Change Table header colour
*Add flexible Plot Legends

##Subscreen Explorer-tab ###Variable Options-tab *Add logarithmic Slider

###Importance-tab *Add ‘Select Variable’-option to select target
variable *Bug fix importance color

###Display Options-tab *Add ‘Adjust point brightness’-option
*Remove ‘Choose number of Stripes background’-option *Add ‘Plotting
character’-option

###Colour Options *Add ‘Colour for factorial Context’-option
*Remove ‘Choose Background Colour (Plot stripes)’-option *Remove
‘Choose font colour’-option

###Plots *Add interaction Plot

###Tables *Add ‘Factorial Context’-table *Add ‘Subgroup
Complement’-table

##Subscreen Comparer-tab ###Sidebarpanel *Remove ‘Subgroup
Filter’-option *Remove ‘Subgroup level(s)’-option ###Compare-plots
*Add legend ###Bubble plot *Add legend

##Subscreen Mosaic-tab ###Sidebarpanel *Add help text

###Hovertable *Change font color for hovertable

- An update of the package shinyjs required a change in the call of the extendShinyjs function to avoid an error while trying to start subscreenshow. This was corrected.

- Dependency to package V8 removed
- Time report of subscreencalc() including the calculation of the factorial context

- reastablish compatibility with R version 3.6.2

- label for reference line corrected

- label for top reference line corrected

- fixed initial subgroup information text reactivity after target variable change

- optimized calculation of complement included in regular calculation step to reduce computing time
- stepwise verbose output with additional details

- supress output of “joining by …” while running R version 3.X.X

- Remove R Package RandomForestSRC and use R Package ranger for random forest calculation in function subscreenvi
- Change example in subscreenvi