From this research study, the authors were able to identify students with misconceptions on Probability and understand their difficulties when learning Probability. However, the students’ problems may remain in their learning process and progress unless steps of treating these problems can be implemented. During the research study interview sessions, the first author spent a few minutes in explaining to the students regarding their misconceptions. Some interviewees then realised their misconceptions and attempted the probability questionnaire correctly. It is highly recommended that introduction of intervention classes be done to treat any misconceptions that may still exist.