Attire matters, but it's not the whole ballgame.

What matters more is showing/convincing them that you're going back to the Philippines, IOW, hindi ka magti-TNT. On the US embassy website, there are a lot of good tips there, but with the usual disclaimer that even if you follow all of them to the letter, hindi pa rin kasiguruhan na mapagbibigyan ka.