The SRL using TSVM is related to following portions: Dataset The principle of TSVM described in above section implicitly indicates the performance depends deeply on dataset (including tagged and untagged data).
tagged data have an influence on original regular SVM in the first step of training, while the untagged data will affect the final performance through the iteration of training.