Fold 1 - Understanding why coefficient 1001784864 was selected
Tag: FACIAL SKIN CARE
Selected Coefficient: 1001784864
Taxonomy Path: 13.3.2.9.21
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? |
|---|---|---|---|---|---|
| 1001784864 | 0.000000 | 13.3.2.9.21 | 21.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 906868222 | 0.000000 | 13.3.2.9.19 | 19.9.2.3.13 (19*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 954326543 | 0.000000 | 13.3.2.9.20 | 20.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "FACIAL SKIN CARE" tag (processing sequence 4788). 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 |
|---|---|---|---|---|---|---|---|
| 3554 | Clarins Professional SOS Soothing Facial Supplement 50ml | 1001784864 | none | 0 | CLARINS, HEALTH & BEAUTY | ||
| 3572 | Elizabeth Arden Superstart Skin Renewal Booster Serum 30ml Imperfect Boxes | 1001784864 | none | 0 | none | ||
| 3571 | Elizabeth Arden Skin Illuminating Brightening Hydragel Cream 50ml UNBOXED | 954326543 | none | -47458321 | HEALTH & BEAUTY | ||
| 3553 | Clarins Multi Instant Eye Reviver 50ml - Professional Use Only | 906868222 | none | -94916642 | CLARINS, HEALTH & BEAUTY |