Amazingly, the Eagles have worked their way out of the relegation zone under Roy Hodgson and are unbeaten in eight Premier League games.
Recent wins over Watford and Leicester City were a huge boost, but the London club would have been disappointed to only draw against bottom side Swansea City.
Arsenal did well to come back strong against Liverpool, but Palace will see the three goals conceded by the Gunners as a possibility to cause an upset.
Our unique algorithm has predicted the Palace side it believes will start the game.
Football Whispers uses data to predict teams’ starting XIs, taking into account injuries, suspensions, the statistical likelihood of a player being selected, the competition the match is in, players’ previous performances and the opponents’ style.
And you can also give it a go yourself. Just click ‘create your own’ on the line-up at the top of the page and pick your ideal XI for the game. You can also see each player’s stats once you’ve selected them.
When you’re happy with your team, press ‘confirm’ and you’ll be able to share it with your friends via social media.