Table 8.

Results of FudanNLP in 17 classes for 4117 texts by SVM.

Model	Accuracy and F1-Macro of Different Dimensions
	200		300		500		800
	Acc	F1	Acc	F1	Acc	F1	Acc	F1
FW	0.7931	0.5369	0.8037	0.5552	0.8091	0.5583	0.8156	0.5856
P2	0.5317	0.3603	0.5486	0.3662	0.5563	0.3672	0.5108	0.3524
PW	0.8012	0.4436	0.8002	0.4431	0.8011	0.4437	0.8005	0.4434
FP2	0.7931	0.5356	0.804	0.5355	0.8094	0.5707	0.8152	0.5815
FPW	0.8323	0.6327	0.8396	0.6465	0.8432	0.6334	0.8493	0.6494
FPC	0.8352	0.6081	0.8425	0.6230	0.8461	0.6376	0.8491	0.6629
Accuracy and F1-Macro of Baselines
Model	Acc				F1
TF–IDF	0.7628				0.6325
LDA	0.7346				0.432
Word2Vec	0.828				0.606