Abstract: Attributes with multi-normal distribution are common in classifier design for video-semantic concept. In this case, a model assuming that the value of attributes for each class is normally distributed with some mean will lead to poor classification perfor

Key words: Bayesian classifier, Multi normal distribution, Semantic-based video classifier, LOOCV, Class-conditionaldensity function