Fold 4 - Understanding why coefficient 8118817653 was selected
Tag: HIGHLIGHT
Selected Coefficient: 8118817653
Taxonomy Path: 13.3.2.6.5.2
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? |
|---|---|---|---|---|---|
| 8118817653 | 0.000002 | 13.3.2.6.5.2 | 2.5.6.2.3.13 (2*83^5 + 5*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 35501697083 | 0.000003 | 13.3.2.5.1.9 | 9.1.5.2.3.13 (9*83^5 + 47458321 + 5*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "HIGHLIGHT" tag (processing sequence 3578). 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 |
|---|---|---|---|---|---|---|---|
| 24419 | LUXIE 513 CREAM HIGHLIGHT DREAMCATCHER | 35501697083 | none | 27382879430 | none | ||
| 14073 | Universal Gloss - Roxy | 8118817653 | none | 0 | MAKEUP | ||
| 14352 | Universal Gloss - Rain | 8118817653 | none | 0 | MAKEUP |