Fold 1 - Understanding why coefficient 252 was selected
Tag: POUCH
Selected Coefficient: 252
Taxonomy Path: 15.3
Taxonomy Name: Luggage & Bags > Cosmetic & Toiletry Bags
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? |
|---|---|---|---|---|---|
| 252 | 0.012658 | 15.3 | 3.15 (3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags | Yes |
| 15 | 0.050633 | 15 | 15 (15) | Luggage & Bags | No |
These are the training products that have the "POUCH" tag (processing sequence 1958). 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 |
|---|---|---|---|---|---|---|---|
| 3998 | CHERRI | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 0 | none | |
| 4414 | MUKTA | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 0 | none | |
| 4471 | NIMRAT Potli | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 0 | none | |
| 4487 | OLIVE | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 0 | none | |
| 4110 | FURLA | 15 | Luggage & Bags | none | -237 | none |