Table 3.
R = 3, P = 24 | R = 2, P = 16 | R = 1, P = 8 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
5 | 10 | 15 | 20 | 5 | 10 | 15 | 20 | 5 | 10 | 15 | 20 | |
CLBP_S | 44.87 | 54.68 | 60.63 | 64.20 | 41.80 | 51.34 | 56.80 | 60.60 | 40.05 | 47.53 | 51.63 | 55.29 |
CLBC_S [30] | 47.19 | 57.46 | 63.48 | 66.90 | 43.37 | 53.07 | 59.17 | 62.39 | 39.85 | 46.69 | 51.11 | 55.61 |
CLTP_S | 68.80 | 77.60 | 83.04 | 86.00 | 64.91 | 75.07 | 80.48 | 83.20 | 54.29 | 61.87 | 69.92 | 71.60 |
| ||||||||||||
CLBP_M | 56.15 | 65.92 | 71.05 | 74.37 | 56.07 | 65.65 | 69.51 | 72.05 | 42.39 | 49.98 | 54.45 | 57.52 |
CLBC_M [30] | 51.68 | 60.62 | 66.63 | 69.33 | 50.67 | 59.01 | 64.42 | 67.10 | 39.04 | 45.51 | 49.42 | 52.12 |
CLTP_M | 69.94 | 79.33 | 82.56 | 85.20 | 70.29 | 79.33 | 83.36 | 85.40 | 57.49 | 64.67 | 69.60 | 73.60 |
| ||||||||||||
CLBP_M/C | 68.08 | 76.75 | 80.81 | 83.27 | 68.45 | 76.83 | 80.14 | 82.72 | 56.92 | 65.09 | 69.81 | 72.66 |
CLTP_M/C | 76.80 | 83.47 | 87.20 | 88.60 | 77.37 | 83.60 | 87.04 | 89.40 | 70.06 | 76.93 | 80.48 | 81.80 |
| ||||||||||||
CLBP_S_M/C | 69.43 | 78.61 | 82.81 | 85.33 | 68.68 | 77.57 | 81.36 | 83.55 | 62.52 | 71.27 | 75.48 | 78.65 |
CLTP_S_M/C | 77.26 | 84.67 | 88.48 | 90.60 | 77.37 | 84.27 | 87.84 | 89.80 | 68.80 | 77.33 | 80.48 | 83.60 |
| ||||||||||||
CLBP_S/M | 72.05 | 82.63 | 86.88 | 89.56 | 71.80 | 80.85 | 85.31 | 87.60 | 64.70 | 74.65 | 79.55 | 82.58 |
CLBC_S/M [30] | 75.16 | 83.92 | 87.68 | 89.72 | 73.16 | 82.04 | 86.31 | 88.51 | 65.28 | 74.88 | 78.86 | 82.40 |
CLTP_S/M | 79.31 | 87.73 | 90.56 | 93.20 | 77.14 | 85.60 | 89.44 | 91.80 | 65.03 | 74.40 | 79.68 | 83.00 |
| ||||||||||||
CLBP_S/M/C | 78.05 | 85.87 | 89.17 | 91.07 | 78.75 | 86.33 | 89.25 | 91.03 | 74.53 | 82.26 | 85.85 | 87.86 |
CLBC_S/M/C [30] | 79.75 | 86.45 | 90.10 | 91.39 | 79.48 | 86.63 | 89.66 | 91.04 | 74.57 | 82.35 | 85.66 | 87.83 |
CLTP_S/M/C | 82.97 | 88.93 | 91.52 | 94.40 | 82.63 | 87.87 | 90.40 | 92.60 | 74.51 | 81.73 | 85.92 | 86.80 |
The bold values indicate higher classification rate.