Fold 3 - Understanding why coefficient -1591535 was selected
Tag: AOP
Selected Coefficient: -1591535
Taxonomy Path: -1.1.18.3
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -1591535 | 2.000000 | -1.1.18.3 | -3.18.1.1 (-(3*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| -1540974 | 2.000000 | -0.72.9.3 | -3.9.72.0 (-(3*79^3 + 9*79^2 + 72*79)) | No | |
| 252 | 2.000000 | 15.3 | 3.15 (3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags | No |
These are the training products that have the "AOP" tag (processing sequence 458). 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 |
|---|---|---|---|---|---|---|---|
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | 1591787 | ASSEMBLED IN THE USA, BAGS | |
| 496 | Colored Witchy Women's Low Top Sneakers | -1540974 | ALL OVER PRINT | 50561 | Apparel & Accessories > Shoes > Sneakers | SUBLIMATION | |
| 249 | Accessory Pouch | -1591535 | POUCHES, ALL OVER PRINT | 0 | ASSEMBLED IN THE USA, BAGS, SUBLIMATION |