I am not sure how you can change the background color. Honestly, I have never tried it. 🙂
I tried to research if I can change the Quick Fix hyperlink color. And here is how you can change it – from MyEclipse menu, you can click on Windows – Preferences. Go to General – Editors – Text Editors – Annotations. Select *Errors* as Annotation types and change the color.
HTH!