They have also taken just one point from 21 in their last seven away matches. But, at Upton Park, they have lost just three all season.
Allardyce, 58, said: "We are a Jekyll and Hyde side. It niggles me we can't replicate our home form on our travels.
"Away from home, we have the worst goalscoring ratio - even though we have been putting the opposition under real pressure."