Table 7.
Types of classifications distribution of filtered/selected data by C value.
| Filtered% | Type of classifications distribution of filtered data by C value | Selected% | Type of classifications distribution of selected data by C value | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N m (%) | N c (%) | N t (%) | Meanm | Meanc | Meant | N m (%) | N c (%) | N t (%) | Meanm | Meanc | Meant | ||
| 10% | 141 (42.60) | 190 (57.40) | 331 (100) | 0.846 | 0.845 | 0.845 | 10% | 84 (25.38) | 247 (74.62) | 331 (100) | 5.037 | 5.134 | 5.110 |
| 20% | 272 (41.15) | 389 (58.85) | 661 (100) | 1.066 | 1.085 | 1.078 | 20% | 177 (26.78) | 484 (73.22) | 661 (100) | 4.345 | 4.463 | 4.431 |
| 30% | 396 (39.92) | 596 (60.08) | 992 (100) | 1.240 | 1.267 | 1.256 | 30% | 273 (27.52) | 719 (72.48) | 992 (100) | 3.928 | 4.040 | 4.009 |
| 40% | 516 (39.03) | 806 (60.97) | 1322 (100) | 1.392 | 1.426 | 1.413 | 40% | 370 (27.99) | 952 (72.01) | 1322 (100) | 3.636 | 3.737 | 3.708 |
| 50% | 619 (37.45) | 1034 (62.55) | 1653 (100) | 1.520 | 1.588 | 1.562 | 50% | 478 (28.92) | 1175 (71.08) | 1653 (100) | 3.378 | 3.498 | 3.463 |
| 60% | 727 (36.64) | 1257 (63.36) | 1984 (100) | 1.664 | 1.746 | 1.716 | 60% | 581 (29.28) | 1403 (70.72) | 1984 (100) | 3.161 | 3.281 | 3.246 |
| 70% | 824 (35.61) | 1490 (64.39) | 2314 (100) | 1.799 | 1.911 | 1.871 | 70% | 701 (30.29) | 1613 (69.71) | 2314 (100) | 2.945 | 3.098 | 3.051 |
| 80% | 920 (34.78) | 1725 (65.22) | 2645 (100) | 1.941 | 2.082 | 2.033 | 80% | 825 (31.19) | 1820 (68.81) | 2645 (100) | 2.746 | 2.928 | 2.871 |
| 90% | 1013 (34.05) | 1962 (65.95) | 2975 (100) | 2.105 | 2.285 | 2.224 | 90% | 956 (32.13) | 2019 (67.87) | 2975 (100) | 2.548 | 2.769 | 2.698 |
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.