Table 5.
Types of classifications distribution of filtered/selected data by R value.
| Filtered% | Type of classifications distribution of filtered data by R value | Selected% | Type of classifications distribution of selected data by R 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) | 0.674 | 0.677 | 0.676 | 10% | 65 (19.64) | 266 (80.36) | 331 (100) | 3.790 | 3.882 | 3.864 |
| 20% | 261 (39.49) | 400 (60.51) | 661 (100) | 0.847 | 0.864 | 0.858 | 20% | 160 (24.21) | 501 (75.79) | 661 (100) | 3.247 | 3.418 | 3.376 |
| 30% | 400 (40.32) | 592 (59.68) | 992 (100) | 0.991 | 0.990 | 0.990 | 30% | 254 (25.60) | 738 (74.40) | 992 (100) | 2.967 | 3.116 | 3.078 |
| 40% | 507 (38.35) | 815 (61.65) | 1322 (100) | 1.099 | 1.130 | 1.118 | 40% | 371 (28.06) | 951 (71.94) | 1322 (100) | 2.719 | 2.905 | 2.853 |
| 50% | 623 (37.69) | 1030 (62.31) | 1653 (100) | 1.212 | 1.252 | 1.234 | 50% | 474 (28.68) | 1179 (71.32) | 1653 (100) | 2.542 | 2.710 | 2.662 |
| 60% | 726 (36.59) | 1258 (63.41) | 1984 (100) | 1.310 | 1.369 | 1.347 | 60% | 590 (29.74) | 1394 (70.26) | 1984 (100) | 2.377 | 2.556 | 2.503 |
| 70% | 843 (36.43) | 1471 (63.57) | 2314 (100) | 1.431 | 1.486 | 1.466 | 70% | 697 (30.12) | 1617 (69.88) | 2314 (100) | 2.243 | 2.411 | 2.360 |
| 80% | 937 (35.43) | 1708 (64.57) | 2645 (100) | 1.537 | 1.623 | 1.593 | 80% | 836 (31.61) | 1809 (68.39) | 2645 (100) | 2.080 | 2.288 | 2.222 |
| 90% | 1032 (34.69) | 1943 (65.31) | 2975 (100) | 1.660 | 1.777 | 1.736 | 90% | 962 (32.34) | 2013 (67.66) | 2975 (100) | 1.942 | 2.162 | 2.091 |
N m: number of misclassification types; N c: number of correct classification types; N t: number of total classification types; Meanm: mean of misclassification types; Meanc: mean of correct classification types; Meant: mean of total classification types.