From the experimental results, it was found that the algorithm performance characterization abstract the SMO algorithm with performance up 83.4 percent accuracy, up 83.6 percent precision up 83.4 per cent and the founding of the overall performance of the system, which performs at 83.3 percent, high enough to be used as a development model to be used for category abstract English the automatic.
From the experimental results, it was found that the algorithm was effective in classification abstract is best algorithm SMO with performance accuracy at 83.4 percent accuracy at 83.6 percent the memorial at 83.4 percent. and the overall performance of the system at 83.3 percent, which is high enough to be used as a development model. To apply for the classification of English abstracts unattended.