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Advances, Systems and Applications

Table 6 Results of model comparison

From: Security issues of news data dissemination in internet environment

Model

Category

Acc

P

R

F1

DTC [21]

T

0.831

0.815

0.847

0.830

F

0.847

0.815

0.831

SVM-RBF [8]

T

0.818

0.815

0.824

0.819

F

0.822

0.812

0.817

SVM-TS [7]

T

0.857

0.878

0.830

0.857

F

0.839

0.885

0.861

DTR [4]

T

0.732

0.726

0.749

0.737

F

0.738

0.715

0.726

GRU [12]

T

0.910

0.952

0.864

0.906

F

0.876

0.956

0.914

RFC [9]

T

0.849

0.947

0.739

0.830

F

0.786

0.959

0.864

PPC [26]

T

0.916

0.955

0.876

0.913

F

0.884

0.957

0.919

BTUFC

T

0.929

0.945

0.914

0.929

F

0.932

0.924

0.928