It will be more helpful if you share your sample workbook.
attached..but you need to publish it on tableau server and test
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I think you're using older version of tableau so wont able to share you the workbook. However I'm sending you the screenshot.
Just follow the steps.
Drag Measure Names to rows and filer your selected measures.
Drag Measure Values from Measures in column shelf.
Change the chart to crosstab from show me.
Once you change you'll get this
Then hide the header from Measure Names.
Once you uncheck the show header your measure names will be removed.
Then fit height.
Format the alignment to middle centre. Your view will be like this where you wont find any underline.
Just check and let me know if you've any query.
That solved like 90% of problem for me. Thanks for that!
the remaining 10% is when I click on the tooltip, the black border comes which I don't want to appear. could you please help me with that. Thanks!