Before revision:  Among various methods, similarity-based algorithms are popular for its simplicity, interpretability, high efficiency and satisfactory performance.
After revision:  Among various methods, similarity-based algorithms are popular for their simplicity, interpretability, high efficiency and satisfactory performance.