The Rotterdammers twice came from a goal down to lead 3-2 in the second half, but Srdjan Lakic´s penalty with 30 minutes remaining rescued a point for the hosts.
Feyenoord are now eight points behind PSV, who face De Graafschap on Sunday, while at the other end of the table Heracles move out of the bottom three by a point.
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