The opponent has shown a strong preference for choosing rock (4 out of 5 rounds). Given this pattern, paper is the optimal choice to beat rock. While there's a risk they might adapt their strategy, the historical data suggests rock is their most likely choice. I've won with paper twice already against their rock, so I'll continue with this strategy.