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Advances, Systems and Applications

Table 2 Performance comparison

From: FLM-ICR: a federated learning model for classification of internet of vehicle terminals using connection records

Algorithms

ACC

P

R

TNR

F1

CNN-LSTM

0.807

0.729

0.832

0.748

0.777

GDP-FL

0.751

0.684

0.795

0.7

0.735

LATENT

0.732

0.66

0.756

0.671

0.705

PLU-FedOA

0.788

0.697

0.78

0.713

0.736

FLM-ICR

0.795

0.735

0.835

0.75

0.782