ZPP (Zero-error Probabilistic Polynomial time) is a complexity class representing decision problems that can be solved by a probabilistic Turing machine in polynomial time with zero error probability. It combines the characteristics of both RP (Randomized Polynomial time) and co-RP, ensuring that the algorithm either provides the correct answer or returns 'I don't know' with equal probability for both outcomes in polynomial time.