If we compare the performance presented in this subsection with those of the corresponding transductive learners in the previous subsection, we observe the following pattern: NB < SGT < SNoW-SGT < SNoW < SVM-SGT < SVM With regard to the purpose of this study, again, it is most important to notice that the induction-aided transductive learners significantly outperform the "pure" transductive learner.
with the SVM-SGT learner, we get a 78.04% accuracy, and the class-specific performance is summarized in Table 3.