The best definition of bias among the options provided is:
a personal opinion that is not based on evidence
Bias typically refers to a tendency to favor one perspective or outcome over others, often leading to a lack of objectivity. It is characterized by personal opinions or beliefs that may not be supported by facts or evidence.