Because same-polarity substitutions occur so often in many different plagiarism cases (this type represents more than 45% of the paraphrase operations in the P4P corpus and 96% of the plagiarism cases include them), however, they do not represent a good discriminating factor.
this was confirmed by a preliminary experiment carried out considering different values for k. k-means was applied by considering 21 features only.