Confirmation bias in roulette leads players to favor information or outcomes that support their existing beliefs or strategies, often distorting their perception of probability. For example, a player might believe certain numbers are "lucky" or that a specific pattern, like a streak of reds or blacks, is due to repeat or end. They may then selectively focus on instances that confirm these beliefs, ignoring evidence that contradicts them.