Research Article
Weighted-Attribute Triplet Hashing for Large-Scale Similar Judicial Case Matching
Table 1
Performance in terms of precision scores with deep different lengths of hash code.
| Method | Hash bits | 48 bits | 64 bits | 96 bits | 128 bits | 256 bits | 512 bits | 768 bits |
| SH | 0.4750 | 0.4820 | 0.4850 | 0.4760 | 0.5050 | 0.5120 | 0.5200 | PCA-ITQ | 0.5066 | 0.5096 | 0.5106 | 0.5196 | 0.5040 | 0.5132 | 0.5160 | PCA-RR | 0.5114 | 0.5126 | 0.5070 | 0.5186 | 0.5098 | 0.5048 | 0.5074 | MFH | 0.5244 | 0.5206 | 0.5230 | 0.5258 | 0.5240 | 0.5230 | 0.5322 | WATH_WS | 0.5790 | 0.5630 | 0.5590 | 0.5800 | 0.5870 | 0.5620 | 0.5690 | WATH_Con | 0.5988 | 0.5717 | 0.6000 | 0.6030 | 0.5915 | 0.5925 | 0.5880 | WATH_Add | 0.6060 | 0.5904 | 0.5948 | 0.6018 | 0.5988 | 0.5976 | 0.5988 |
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