The Collaborative International Dictionary of English v.0.48:

chickenhearted \chickenhearted\, Chicken-hearted
\Chick"en-heart`ed\, a.
   Timid; fearful; cowardly; easily frightened. --Bunyan.
   [1913 Webster]