基于改进三体训练法的半监督专利文本分类方法

胡云青,邱清盈,余秀,武建伟

Semi-supervised patent text classification method based on improved Tri-training algorithm

Yun-qing HU,Qing-ying QIU,Xiu YU,Jian-wei WU

表 8 aclImdb数据集分类方法选择对比结果(试验8)

Tab.8 Comparsion results of classification method selection on aclImdb dataset (Test 8)

分类方法 F1 Num=160 Num=200 Num=240 Num=360 IG_New&Tri-training_New 0.726 0.730 0.741 0.759 IG_New&Tri-training 0.710 0.724 0.735 0.738 IG_New&Xgboost 0.675 0.681 0.685 0.692 IG_New&SVM 0.673 0.676 0.679 0.684 IG_New&NB 0.667 0.675 0.680 0.689