Fold 0 - Understanding why coefficient 954326543 was selected
Tag: COSRX
Selected Coefficient: 954326543
Taxonomy Path: 13.3.2.9.20
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 954326543 | 4.000000 | 13.3.2.9.20 | 20.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 8690032866 | 4.000000 | 13.3.2.9.17.2 | 2.17.9.2.3.13 (2*83^5 + 17*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 100076765 | 4.000000 | 13.3.2.9.2 | 2.9.2.3.13 (2*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "COSRX" tag (processing sequence 5248). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 16594 | COSRX - Full Fit Propolis Synergy Toner | 8690032866 | none | 7735706323 | none | ||
| 16597 | COSRX - Hydrium Watery Toner | 8690032866 | none | 7735706323 | none | ||
| 16854 | COSRX - Balancium Comfort Ceramide Cream Mist | 954326543 | none | 0 | none | ||
| 16596 | COSRX - Hyaluronic Acid Intensive Cream | 954326543 | none | 0 | none | ||
| 16600 | COSRX - The Retinol 0.1 Cream | 100076765 | none | -854249778 | none | ||
| 16598 | COSRX - The Hyaluronic Acid 3 Serum | 0 | TREATMENTS & MASKS | -954326543 | none | ||
| 16599 | COSRX - The Niacinamide 15 Serum | 0 | TREATMENTS & MASKS | -954326543 | none | ||
| 16601 | COSRX - The Vitamin C 23 Serum | 0 | TREATMENTS & MASKS | -954326543 | none | ||
| 16595 | COSRX - Galactomyces 95 Tone Balancing Essence | 0 | TREATMENTS & MASKS | -954326543 | none |