Fold 4 - Understanding why coefficient -1591535 was selected
Tag: UNDER-50
Selected Coefficient: -1591535
Taxonomy Path: -1.1.18.3
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 6
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 | 6.012658 | -1.1.18.3 | -3.18.1.1 (-(3*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| -3182911 | 6.050633 | -1.0.36.6 | -6.36.0.1 (-(6*79^3 + 36*79^2 + 1)) | No | |
| 0 | 7.000160 | 0 | 0 (0) | No | |
| 6241 | 7.000481 | 0.0.1 | 1.0.0 (6241) | No | |
| 25439 | 9.000160 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
| 37921 | 9.000160 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "UNDER-50" tag (processing sequence 3886). 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 |
|---|---|---|---|---|---|---|---|
| 11180 | 14K Gold Mini Pearl Hoop Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 1629456 | none | |
| 11859 | Brody Bouquet Lapel Pin Brooch | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 1616974 | none | |
| 6492 | Syd Pinstripe Tailored Skort | 6241 | SKIRTS | 1597776 | none | ||
| 11877 | Vartan Braided Belt | 0 | BELTS | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | |
| 11856 | Nevan Casual Track Belt | 0 | BELTS | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | |
| 11860 | Valente Classic Leather Belt | 0 | BELTS | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | |
| 11805 | Vago Paisley Fashion Socks | -1591535 | VANNUCCI, SOCKS | 0 | none | ||
| 11380 | Vader Dotted Fashion Socks | -1591535 | VANNUCCI, SOCKS | 0 | none | ||
| 11792 | Vadala Paisley Fashion Socks | -1591535 | VANNUCCI, SOCKS | 0 | none | ||
| 11803 | Vaca Diamond Fashion Socks | -1591535 | VANNUCCI, SOCKS | 0 | none | ||
| 11804 | Vago Paisley Fashion Socks | -3182911 | VANNUCCI, SOCKS | -1591376 | none |