As we show in Sect.5.4, fine-tuning the C parameter reaches better accuracy than L1-SVM with C=1.
as this fine-tuning is computationally expensive, we first report the comparison L1-SVM/C=1 vs. anchored-SVM, which consistently reached the best results, and was the quickest to train.