Fold 1 - Understanding why coefficient 25216 was selected
Tag: SUBLIMATION
Selected Coefficient: 25216
Taxonomy Path: 15.3.4
Taxonomy Name: Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 25216 | 1.000000 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | Yes |
| 313779389 | 1.000000 | 0.8.33.4.8 | 8.4.33.8.0 (8*79^4 + 4*79^3 + 33*79^2 + 8*79) | No |
These are the training products that have the "SUBLIMATION" tag (processing sequence 3252). 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 |
|---|---|---|---|---|---|---|---|
| 18481 | Tumbler 20oz | 313779389 | HOME & LIVING | 313754173 | none | ||
| 13936 | Wagified Bestie Pouch | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 0 | none |