The goal of this experiment is to get a sense of the best possible accuracy and f-measure numbers using labeled data and the state-of-theart method for text classification, namely, SVMs.
the performance numbers obtained through SVMs and cross-validation can be thought of as realistic "upper bounds" on the performance of content-based review detection.