Data Analysis and Knowledge Discovery

Supplementary Q&A Recommendation Based on Transfer Learning Enhanced Multi-Label Multi-Document Classifier

Li Ying, Li Ming

Data Analysis and Knowledge Discovery, 2024, 8(10): 89-99. DOI: 10.11925/infotech.2096-3467.2023.0683

模型	宏观精确度↑	宏观召回率↑	宏观F1值↑	汉明损失↓
Random	0.330±0.021	0.499±0.039	0.397±0.027	0.505±0.022
LR	0.333±0.000	0.271±0.041	0.297±0.025	0.424±0.014
CART	0.497±0.047	0.564±0.055	0.528±0.051	0.336±0.036
MLP	0.522±0.037	0.593±0.045	0.555±0.040	0.317±0.028
MLMDC （Ours）	0.617±0.013	0.630±0.013	0.623±0.004	0.254±0.007

Table 5 Supplementary Relation Classification Performance （mean±std.）

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