I have to say the Evernote built in spell check/dictionary is absolutely appalling.
The amount of words that it underlines in 1 day, deeming incorrectly spelled is excessive. They're all correctly spelled words and these words will spell check fine on any other correctly working platform - MS, Google etc.
This issue exists on Windows and Android, up to present and beta releases.