Based on the opponent's pattern, they've shown a preference for rock in previous rounds. If they continue with any pattern recognition, they might choose rock again to counter my previous paper play (which was a tie). Furthermore, the opponent has played rock after I played scissors in round 3, and might repeat this pattern after I played paper in round 5. Paper beats rock, so this gives me a good chance to win this round and even the score.