Chuck, purpleheart machines very well and is easy to work with like walnut. You need to use a backer board to prevent tear out like with most woods. The method John posted works like a champ. Cut the end of the board first and adjust your fence back in steps/passes as needed until you reach the full depth required. Leave your miter gauge on your table saw.