Table 1.
R = 3, P = 24 | R = 2, P = 16 | R = 1, P = 8 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
TC10 | TC12 | Average | TC10 | TC12 | Average | TC10 | TC12 | Average | ||||
t184 | Horizon | t184 | Horizon | t184 | Horizon | |||||||
CLBP_S | 95.07 | 85.04 | 80.78 | 86.96 | 89.40 | 82.26 | 75.20 | 82.29 | 84.41 | 65.46 | 63.68 | 71.18 |
CLBC_S [30] | 91.35 | 83.82 | 82.75 | 85.97 | 88.67 | 82.57 | 77.41 | 82.88 | 82.94 | 65.02 | 63.17 | 70.38 |
CLTP_S | 98.20 | 93.59 | 89.42 | 93.74 | 96.95 | 90.16 | 86.94 | 91.35 | 94.14 | 75.88 | 73.96 | 81.33 |
| ||||||||||||
CLBP_M | 95.52 | 81.18 | 78.65 | 85.12 | 93.67 | 73.79 | 72.40 | 79.95 | 81.74 | 59.30 | 62.77 | 67.94 |
CLBC_M [30] | 91.85 | 75.59 | 74.58 | 80.67 | 92.45 | 70.35 | 72.64 | 78.48 | 78.96 | 53.63 | 58.01 | 63.53 |
CLTP_M | 98.00 | 85.39 | 84.65 | 89.35 | 97.32 | 83.40 | 84.40 | 88.37 | 94.04 | 75.86 | 74.05 | 81.32 |
| ||||||||||||
CLBP_M/C | 98.02 | 90.74 | 90.69 | 93.15 | 97.44 | 86.94 | 90.97 | 91.78 | 90.36 | 72.38 | 76.66 | 79.80 |
CLTP_M/C | 98.52 | 91.23 | 89.98 | 93.24 | 97.94 | 90.14 | 92.38 | 93.49 | 95.94 | 84.70 | 86.02 | 88.89 |
| ||||||||||||
CLBP_S_M/C | 98.33 | 94.05 | 92.40 | 94.93 | 98.02 | 90.99 | 91.08 | 93.36 | 94.53 | 81.87 | 82.52 | 86.31 |
CLTP_S_M/C | 98.98 | 95.00 | 92.94 | 95.64 | 98.44 | 92.41 | 92.80 | 94.55 | 96.43 | 84.00 | 86.85 | 89.09 |
| ||||||||||||
CLBP_S/M | 99.32 | 93.58 | 93.35 | 95.42 | 97.89 | 90.55 | 91.11 | 93.18 | 94.66 | 82.75 | 83.14 | 86.85 |
CLBC_S/M [30] | 98.70 | 91.41 | 90.25 | 93.45 | 98.10 | 89.95 | 90.42 | 92.82 | 95.23 | 82.13 | 83.59 | 86.98 |
CLTP_S/M | 99.04 | 94.14 | 92.59 | 95.26 | 97.84 | 92.06 | 92.69 | 94.20 | 96.41 | 82.85 | 84.81 | 88.02 |
| ||||||||||||
CLBP_S/M/C | 98.93 | 95.32 | 94.53 | 96.26 | 98.72 | 93.54 | 93.91 | 95.39 | 96.56 | 90.30 | 92.29 | 93.05 |
CLBC_S/M/C [30] | 98.78 | 94.00 | 93.24 | 95.34 | 98.54 | 93.26 | 94.07 | 95.29 | 97.16 | 89.79 | 92.92 | 93.29 |
CLBC_CLBP [30] | 98.96 | 95.37 | 94.72 | 96.35 | 98.83 | 93.59 | 94.26 | 95.56 | 96.88 | 90.25 | 92.92 | 93.35 |
DLBPP [30] | 98.10 | 91.60 | 87.40 | 92.37 | 97.70 | 92.10 | 88.70 | 92.83 | — | — | — | — |
CLTP_S/M/C | 99.17 | 95.67 | 94.28 | 96.37 | 98.93 | 94.03 | 94.79 | 95.92 | 96.98 | 87.06 | 90.30 | 91.45 |
The bold values indicate higher classification rate.