Fold 4 - Understanding why coefficient 252 was selected
Tag: POTLI
Selected Coefficient: 252
Taxonomy Path: 15.3
Taxonomy Name: Luggage & Bags > Cosmetic & Toiletry Bags
Products with this tag: 6
Unique residual values tried: 3
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 | 0.037975 | 15.3 | 3.15 (3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags | Yes |
| 15 | 0.050633 | 15 | 15 (15) | Luggage & Bags | No |
| 1042 | 0.063291 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "POTLI" tag (processing sequence 2336). 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 |
|---|---|---|---|---|---|---|---|
| 4200 | The GLAMOUR Bucket Bag | 1042 | Luggage & Bags > Tote Bags | none | 790 | 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 | |
| 4344 | KANAK | 15 | Luggage & Bags | none | -237 | none |