Favorite and favourite are both correct spellings, depending on whether you use American or British spelling standards. Favorite is preferred in American English, while favourite is preferred in British English. More @Wikipedia
Hover over any link to get a description of the article. Please note that search keywords are sometimes hidden within the full article and don't appear in the description or title.