Fold 4 - Understanding why coefficient -6241 was selected
Tag: AOP
Selected Coefficient: -6241
Taxonomy Path: -0.0.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -6241 | 2.000160 | -0.0.1 | -1.0.0 (-(6241)) | Yes | |
| 6241 | 2.000160 | 0.0.1 | 1.0.0 (6241) | No | |
| 252 | 3.000000 | 15.3 | 3.15 (3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags | No |
| 50561 | 3.000000 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
These are the training products that have the "AOP" tag (processing sequence 4345). 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 |
|---|---|---|---|---|---|---|---|
| 496 | Colored Witchy Women's Low Top Sneakers | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 56802 | Apparel & Accessories > Shoes > Flats | none |
| 252 | Coral Sun Accessory Pouch | 6241 | POUCHES | 12482 | none | ||
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 6493 | BAGS | |
| 249 | Accessory Pouch | -6241 | POUCHES | 0 | BAGS |