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. 2023 Dec 7;17:1292010. doi: 10.3389/fnhum.2023.1292010

TABLE 5.

Performance of the proposed model on the IMDB dataset.

Methods Accuracy Precision Recall F1-measure
DT 73.78 71.40 79.34 75.16
SVM
86.18 84.62 88.45 86.49
LSTM
82.5 83 79.9 81.3
CNN
87.1 86.8 88.7 87.5
CNN-LSTM
87.9 87.4 88.6 87.7
RoBERTa-LSTM
92.96 93 93 93
RoBERTa-GRU
94.63 95 95 95
Proposed model 96.28 97 97 97