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Arsène Wenger’s side took the lead thanks to three goals in five second-half minutes against the Reds at the Emirates last Friday, only to be pegged back by the visitors.
The Gunners currently sit sixth in the Premier League. A win will take them level on points with fifth-placed Tottenham Hotspur, but only the unlikely event of Arsenal dispatching Palace by an eight-goal margin will see them leapfrog their local rivals, such is the goal difference gap between the two sides.
Our unique algorithm has predicted the Arsenal 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.