Fold 0 - Understanding why coefficient 954326543 was selected
Tag: MOISTURIZER
Selected Coefficient: 954326543
Taxonomy Path: 13.3.2.9.20
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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 | 0.000002 | 13.3.2.9.20 | 20.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 585827 | 0.000003 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "MOISTURIZER" tag (processing sequence 3593). 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 |
|---|---|---|---|---|---|---|---|
| 14118 | Brightening Moisturizer | 954326543 | none | 0 | none | ||
| 25880 | Face Moisturizer With Vitamin E | 954326543 | none | 0 | SKINCARE | ||
| 30677 | Stone Crop Contouring Body Cream | 585827 | none | -953740716 | CELLULITE |