In higher education system student performance, like final exam score is predicted sometimes in order to make an educated guess about which students will need more supervision and help and also provide students with the feedback based on their performances. Besides that score prediction can be useful in MOOC. This would be helpful especially to improve retention rates. There can be lots of important features that can be helpful for predicting studens final exam score, one of them is peer-assessment. There are some uncertainties associated with the peer review, still, peer-review provides rich platform for gathering important information.