Research Article
Mathematical Programming Approaches to Classification Problems
Table 7
Comparison of SPS and GSPS using the N’1 and N’2, normalization constraints.
| | | | | | | | | | D=2 | D=3 | D=2 | D=3 | D=2 | D=3 |
| SPSN’1 | | 82,6 () | | | | 99 () | SPSN’2 | | 100 (0) | | | | 100 (0) | QSPSN’1 | | 100 (0) | | 97 () | | 100 (0) | QSPSN’2 | | 100 (0) | | 100 (0) | | 100 (0) | GSPSN’1 | 58,7 () | 89,1 () | 67,7 () | 100 (0) | 74 () | 100 (0) | GSPSN’2 | 100 (0) | | 83,87 () | 100 (0) | 99 () | 100 (0) | QGSPSN’1 | 100 (0) | | 96,8 () | 100 (0) | 85 () | 100 (0) | QGSPSN’2 | 100 (0) | | 100 (0) | | 97 () | 100 (0) |
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The values in parentheses are the numbers of misclassified observations.
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