Fold 4 - Understanding why coefficient 25216 was selected
Tag: POUCHES
Selected Coefficient: 25216
Taxonomy Path: 15.3.4
Taxonomy Name: Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags
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? |
|---|---|---|---|---|---|
| 25216 | 1.000000 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "POUCHES" tag (processing sequence 2554). 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 |
|---|---|---|---|---|---|---|---|
| 12588 | Brooks Brothers® Wells Dopp Kit Pouch (Q798722) | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 0 | none | |
| 13936 | Wagified Bestie Pouch | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 0 | none | |
| 13418 | Little Miss One-derful First Birthday Party Favor Pouches, 7" x 5" | 8ct | 0 | none | -25216 | none |