Fold 3 - Understanding why coefficient 252 was selected
Tag: AOP
Selected Coefficient: 252
Taxonomy Path: 15.3
Taxonomy Name: Luggage & Bags > Cosmetic & 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? |
|---|---|---|---|---|---|
| 252 | 0.000160 | 15.3 | 3.15 (3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags | Yes |
| 18975 | 0.000160 | 15.3.3 | 3.3.15 (3*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | No |
These are the training products that have the "AOP" tag (processing sequence 3308). 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 |
|---|---|---|---|---|---|---|---|
| 249 | Accessory Pouch | 18975 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | 18723 | POUCHES | |
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 0 | none |