Fold 2 - Understanding why coefficient 954326543 was selected
Tag: SKIN CARE. SKIN CARE: MOISTURIZERS
Selected Coefficient: 954326543
Taxonomy Path: 13.3.2.9.20
Taxonomy Name:
Products with this tag: 5
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 | 0.000000 | 13.3.2.9.20 | 20.9.2.3.13 (20*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 |
These are the training products that have the "SKIN CARE. SKIN CARE: MOISTURIZERS" tag (processing sequence 2780). 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 |
|---|---|---|---|---|---|---|---|
| 12199 | La Prairie Skin Caviar Absolute Filler Cream 2.0 oz | 954326543 | none | 0 | none | ||
| 12200 | Epara Brightening Night Balm 1.76 fl. oz. | 954326543 | none | 0 | none | ||
| 12212 | La Mer The Moisturizing Cream | 954326543 | none | 0 | none | ||
| 12303 | La Mer The Moisturizing Soft Cream | 954326543 | none | 0 | ANTI AGING PRODUCT | ||
| 12298 | La Mer Genaissance The Eye and Expression Cream 0.5 oz | 906868222 | none | -47458321 | ANTI AGING PRODUCT |