Skip to main content
. 2019 Aug 28;19(17):3728. doi: 10.3390/s19173728

Table 9.

Results of laptops in ChnSentiCorp by KNN.

Model Accuracy and F1 of Different Dimension
200 300 500 800
Acc F1 Acc F1 Acc F1 Acc F1
FW 0.8083 0.8079 0.813 0.8104 0.7833 0.7829 0.7633 0.7632
P2 0.7605 0.7602 0.7685 0.768 0.7623 0.762 0.7623 0.7619
PW 0.816 0.8157 0.8153 0.8147 0.8108 0.8105 0.8148 0.8144
FP2 0.81 0.8096 0.811 0.8083 0.7868 0.7864 0.7675 0.7675
FPW 0.8383 0.8378 0.8373 0.8358 0.823 0.8222 0.8185 0.8178
FPC 0.8288 0.8284 0.8343 0.8326 0.8108 0.8102 0.8095 0.8092
Accuracy and F1 of Baselines
Model Acc F1
TF–IDF 0.5973 0.5391
LDA 0.8065 0.8059
Word2Vec 0.8178 0.8173