Fold 0 - 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: 3
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 | 1.000160 | 15.3 | 3.15 (3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags | Yes |
| 31457 | 1.000160 | 15.3.5 | 5.3.15 (5*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | No |
| -3974964 | 2.000000 | -0.72.4.8 | -8.4.72.0 (-(8*79^3 + 4*79^2 + 72*79)) | No |
These are the training products that have the "AOP" tag (processing sequence 4042). 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 |
|---|---|---|---|---|---|---|---|
| 252 | Coral Sun Accessory Pouch | 31457 | Luggage & Bags > Cosmetic & Toiletry Bags > Travel Organizer Bags | none | 31205 | ASSEMBLED IN THE USA | |
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 0 | ASSEMBLED IN THE USA | |
| 496 | Colored Witchy Women's Low Top Sneakers | -3974964 | WOMEN'S CLOTHING | -3975216 | none |