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. 2019 Aug 28;19(17):3728. doi: 10.3390/s19173728

Table 11.

Results of books in ChnSentiCorp by KNN.

Model Accuracy F1 of Different Dimension
200 300 500 800
Acc F1 Acc F1 Acc F1 Acc F1
FW 0.9028 0.9026 0.8988 0.8987 0.8975 0.8974 0.9 0.8999
P2 0.7953 0.7932 0.77 0.7679 0.7945 0.7925 0.794 0.792
PW 0.8125 0.811 0.8208 0.8195 0.811 0.8097 0.8088 0.8074
FP2 0.902 0.9019 0.8975 0.8975 0.8983 0.8982 0.901 0.9009
FPW 0.8975 0.8974 0.8925 0.8924 0.8878 0.8877 0.8855 0.8853
FPC 0.8958 0.8957 0.8938 0.8937 0.8928 0.8927 0.8928 0.8927
Accuracy and F1 of Baselines
Model Acc F1
TF–IDF 0.5008 0.5004
LDA 0.7833 0.7778
Word2Vec 0.8825 0.8823