| Item/Entity | Parameter Type | Parameter Value |
| New MCS HOG Descriptors (Feature Space) | Cell Size | Cell_Size1 (6 × 6 pixels) Cell_Size2 (7 × 7 pixels) |
| SVM Multiclass Extension (Classifier Space) | ECOC Coding Design | One-vs-One (OVO) |
| SVM Polynomial Kernel Order | 4 | |
| SVM Optimization Algorithm | SMO |