A Generic Online Parallel Learning Framework for Large Margin Models
Table 1: Accuracy/F-score of baseline and our framework.
['Number of threads Chunking', 'Number of threads Perc', '1 94.40', '4 94.46', '10  [BOLD] 94.50']
In other words, there is barely interference among threads, and the strong robustness of large margin algorithm ensures no loss in performance under the parallel framework.