Research Article
From Linear Programming Approach to Metaheuristic Approach: Scaling Techniques
Table 10
Accuracy for the WBCD database using the SVM for all scaling techniques.
| | No. | Symbol | Scaling techniques | Accuracy |
| | 1 | (S3) | Equilibration scaling | 98.95 | | 2 | (S4) | Geometric mean scaling | 98.60 | | 3 | (S8) | IBM MPSX | 98.59 | | 4 | (S6) | de Buchet = 1 | 98.59 | | 5 | (S7) | de Buchet = 2 | 98.57 | | 6 | (S5) | Arithmetic mean scaling | 98.42 | | 7 | (S9) | Lp-norm = 1 | 98.25 | | 8 | (S10) | Lp-norm = 2 | 97.01 | | 9 | (S2) | Normalization (−1, 1) | 96.66 | | 10 | (S1) | Normalization scaling (0,1) | 96.49 | | 11 | (S0) | Without scaling | 96.10 |
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