Table 6.
Types of classifications distribution of filtered/selected data by S value.
| Filtered% | Type of classifications distribution of filtered data by S value | Selected% | Type of classifications distribution of selected data by S value | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N m (%) | N c (%) | N t (%) | Meanm | Meanc | Meant | N m (%) | N c (%) | N t (%) | Meanm | Meanc | Meant | ||
| 10% | 120 (36.25) | 211 (63.75) | 331 (100) | 5.587 | 5.763 | 5.699 | 10% | 100 (30.21) | 231 (69.79) | 331 (100) | −1.678 | −1.625 | −1.641 |
| 20% | 234 (35.40) | 427 (64.60) | 661 (100) | 4.620 | 4.673 | 4.654 | 20% | 205 (31.01) | 456 (68.99) | 661 (100) | −1.159 | −1.162 | −1.161 |
| 30% | 333 (33.57) | 659 (66.43) | 992 (100) | 4.051 | 3.975 | 4.000 | 30% | 312 (31.45) | 680 (68.55) | 992 (100) | −0.792 | −0.804 | −0.800 |
| 40% | 435 (32.90) | 887 (67.10) | 1322 (100) | 3.580 | 3.475 | 3.509 | 40% | 431 (32.60) | 891 (67.40) | 1322 (100) | −0.469 | −0.516 | −0.501 |
| 50% | 554 (33.51) | 1099 (66.49) | 1653 (100) | 3.126 | 3.085 | 3.099 | 50% | 543 (32.85) | 1110 (67.15) | 1653 (100) | −0.167 | −0.226 | −0.207 |
| 60% | 666 (33.57) | 1318 (66.43) | 1984 (100) | 2.768 | 2.731 | 2.743 | 60% | 662 (33.37) | 1322 (66.63) | 1984 (100) | 0.127 | 0.043 | 0.071 |
| 70% | 785 (33.92) | 1529 (66.08) | 2314 (100) | 2.405 | 2.411 | 2.409 | 70% | 764 (33.02) | 1550 (66.98) | 2314 (100) | 0.382 | 0.335 | 0.351 |
| 80% | 892 (33.72) | 1753 (66.28) | 2645 (100) | 2.106 | 2.093 | 2.097 | 80% | 863 (32.63) | 1782 (67.37) | 2645 (100) | 0.649 | 0.642 | 0.644 |
| 90% | 997 (33.51) | 1978 (66.49) | 2975 (100) | 1.814 | 1.777 | 1.789 | 90% | 977 (32.84) | 1998 (67.16) | 2975 (100) | 0.993 | 0.963 | 0.973 |
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.