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. 2025 Sep 22;8:1624900. doi: 10.3389/frai.2025.1624900

Table 2.

Results of discrimination of 10 authors by BERT.

Corpus BERT Recall Precision F1
Corpus A TohokuBERT(T) 0.653 ± 0.209 0.640 ± 0.201 0.642 ± 0.201
AozoraBERT(A) 0.973 ± 0.044 0.970 ± 0.067 0.969 ± 0.037
AozoraWikiBERT(AW) 0.973 ± 0.044 0.970 ± 0.048 0.970 ± 0.026
DeBERTa(De) 0.752 ± 0.215 0.680 ± 0.162 0.691 ± 0.153
StockMarkBERT(S) 0.619 ± 0.210 0.600 ± 0.211 0.600 ± 0.187
Corpus B TohokuBERT(T) 0.762 ± 0.151 0.740 ± 0.117 0.744 ± 0.120
AozoraBERT(A) 0.813 ± 0.210 0.770 ± 0.195 0.773 ± 0.167
AozoraWikiBERT(AW) 0.838 ± 0.116 0.820 ± 0.114 0.820 ± 0.074
DeBERTa(De) 0.834 ± 0.118 0.820 ± 0.063 0.823 ± 0.070
StockMarkBERT(S) 0.706 ± 0.126 0.690 ± 0.110 0.692 ± 0.099

Bold values indicate the maximum for each corpus.