Table 4.
Types of classifications distribution of filtered/selected data by D value.
| Filtered% | Type of classifications distribution of filtered data by D value | Selected% | Type of classifications distribution of selected data by D value | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N m (%) | N c (%) | N t (%) | Meanm | Meanc | Meant | N m (%) | N c (%) | N t (%) | Meanm | Meanc | Meant | ||
| 10% | 135 (40.79) | 196 (59.21) | 331 (100) | 0.058 | 0.053 | 0.055 | 10% | 42 (12.69) | 289 (87.31) | 331 (100) | 2.399 | 2.531 | 2.515 |
| 20% | 258 (39.03) | 403 (60.97) | 661 (100) | 0.124 | 0.125 | 0.125 | 20% | 119 (18.00) | 542 (82.00) | 661 (100) | 1.913 | 2.112 | 2.076 |
| 30% | 382 (38.51) | 610 (61.49) | 992 (100) | 0.184 | 0.184 | 0.184 | 30% | 232 (23.39) | 760 (76.61) | 992 (100) | 1.585 | 1.870 | 1.804 |
| 40% | 525 (39.71) | 797 (60.29) | 1322 (100) | 0.252 | 0.242 | 0.246 | 40% | 338 (25.57) | 984 (74.43) | 1322 (100) | 1.397 | 1.668 | 1.599 |
| 50% | 647 (39.14) | 1006 (60.86) | 1653 (100) | 0.319 | 0.319 | 0.319 | 50% | 450 (27.22) | 1203 (72.78) | 1653 (100) | 1.244 | 1.508 | 1.436 |
| 60% | 759 (38.26) | 1225 (61.74) | 1984 (100) | 0.387 | 0.402 | 0.396 | 60% | 572 (28.83) | 1412 (71.17) | 1984 (100) | 1.107 | 1.375 | 1.298 |
| 70% | 865 (37.38) | 1449 (62.62) | 2314 (100) | 0.460 | 0.492 | 0.480 | 70% | 715 (30.90) | 1599 (69.10) | 2314 (100) | 0.973 | 1.265 | 1.175 |
| 80% | 978 (36.98) | 1667 (63.02) | 2645 (100) | 0.550 | 0.593 | 0.578 | 80% | 839 (31.72) | 1806 (68.28) | 2645 (100) | 0.875 | 1.154 | 1.065 |
| 90% | 1055 (35.46) | 1920 (64.54) | 2975 (100) | 0.630 | 0.731 | 0.695 | 90% | 962 (32.34) | 2013 (67.66) | 2975 (100) | 0.788 | 1.055 | 0.969 |
N m: number of misclassification types; N c: number of correct classification types; N t: number of total classification types; Meanm: mean of misclassification type; Meanc: mean of correct classification type; Meant: mean of total classification type.