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.

MethodHash bits
48 bits64 bits96 bits128 bits256 bits512 bits768 bits

SH0.47500.48200.48500.47600.50500.51200.5200
PCA-ITQ0.50660.50960.51060.51960.50400.51320.5160
PCA-RR0.51140.51260.50700.51860.50980.50480.5074
MFH0.52440.52060.52300.52580.52400.52300.5322
WATH_WS0.57900.56300.55900.58000.58700.56200.5690
WATH_Con0.59880.57170.60000.60300.59150.59250.5880
WATH_Add0.60600.59040.59480.60180.59880.59760.5988