Fold 0 - Understanding why coefficient 954326543 was selected
Tag: ELIZABETH ARDEN
Selected Coefficient: 954326543
Taxonomy Path: 13.3.2.9.20
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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 | 1.000000 | 13.3.2.9.20 | 20.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 1001784864 | 1.000000 | 13.3.2.9.21 | 21.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ELIZABETH ARDEN" tag (processing sequence 4733). 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 |
|---|---|---|---|---|---|---|---|
| 3572 | Elizabeth Arden Superstart Skin Renewal Booster Serum 30ml Imperfect Boxes | 1001784864 | none | 47458321 | none | ||
| 3569 | Elizabeth Arden Ceramide Lift And Firm Day Lotion 50ml SPF30 | 954326543 | none | 0 | HEALTH & BEAUTY | ||
| 3573 | Elizabeth Arden visible difference skin balancing lotion Combination 49.5ml Imperfect Box | 954326543 | none | 0 | HEALTH & BEAUTY | ||
| 3570 | Elizabeth Arden Green Tea Tropical Eau de Toilette Spray 100ml UNBOXED | 0 | LADIES FRAGRANCES | -954326543 | none |