Table 3.
Dataset | Size of Training Set | LC | LCB | LCB2 | LCMC | LCBMC | LCB2MC | IDD | Random |
---|---|---|---|---|---|---|---|---|---|
ASSERTION Dataset | 16 | 71.52% ± 2.55% | 79.16%±3.85% | 80.91% ± 1.31% | 76.87% ±5.89% | 81.92% ± 1.41% | 78.55% ± 4.73% | 69.10% ± 2.70% | 75.65% ±5.83% |
32 | 78.85% ± 4.30% | 81.46% ± 2.77% | 82.04% ± 1.38% | 80.11% ± 1.91% | 81.87% ± 2.45% | 80.61% ± 1.31% | 78.77% ± 2.55% | 79.00% ±4.31% | |
64 | 84.16% ± 1.42% | 82.33% ± 2.05% | 84.16% ± 0.74% | 81.45% ± 2.34% | 85.42% ± 1.03% | 81.07% ± 1.45% | 80.88% ±3.18% | 83.12% ± 2.25% | |
NOVA Dataset | 16 | 73.98% ± 6.25% | 83.99% ± 4.93% | 84.42% ±3.66% | 82.01% ± 4.00% | 83.98% ±5.81% | 81.30% ±4.61% | 78.91% ± 4.22% | 76.70% ± 7.06% |
32 | 70.88% ± 2.96% | 80.82% ±5.35% | 85.33% ± 1.63% | 81.52% ± 6.97% | 85.69% ±3.05% | 85.25% ±3.15% | 77.27% ± 2.50% | 79.03% ± 6.96% | |
64 | 69.38% ±5.05% | 91.79% ± 0.54% | 91.82% ± 0.58% | 92.21% ±0.71% | 91.03% ± 2.80% | 90.16% ± 1.04% | 71.77% ± 2.63% | 83.57% ± 4.88% |