Fold 1 - Understanding why coefficient -4698382 was selected
Tag: UNDER-50
Selected Coefficient: -4698382
Taxonomy Path: -1.1.18.8
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? |
|---|---|---|---|---|---|
| -4698382 | 6.012048 | -1.1.18.8 | -8.18.1.1 (-(8*83^3 + 18*83^2 + 83 + 1)) | Yes | |
| -6537662 | 6.048193 | -1.0.36.11 | -11.36.0.1 (-(11*83^3 + 36*83^2 + 1)) | No | |
| -285301054 | 8.000000 | -8.0.80.0.6 | -6.0.80.0.8 (-(6*83^4 + 80*83^2 + 8)) | No | |
| 0 | 9.000145 | 0 | 0 (0) | No | |
| 6889 | 9.000145 | 0.0.1 | 1.0.0 (6889) | No | |
| 41833 | 10.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No |
These are the training products that have the "UNDER-50" tag (processing sequence 5954). 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 | 41833 | none | 4740215 | none | ||
| 6492 | Syd Pinstripe Tailored Skort | 6889 | SKIRTS | 4705271 | SITE-NAV-BOTTOMS, FW | ||
| 11195 | Emi Slip Midi Skirt | 0 | SKIRTS | 4698382 | Apparel & Accessories > Clothing > Socks > Knee Socks | SITE-NAV-BOTTOMS, FW | |
| 11805 | Vago Paisley Fashion Socks | -4698382 | VANNUCCI, SOCKS | 0 | none | ||
| 11380 | Vader Dotted Fashion Socks | -4698382 | VANNUCCI, SOCKS | 0 | none | ||
| 11819 | Vadala Paisley Fashion Socks | -4698382 | VANNUCCI, SOCKS | 0 | none | ||
| 11803 | Vaca Diamond Fashion Socks | -4698382 | VANNUCCI, SOCKS | 0 | none | ||
| 11804 | Vago Paisley Fashion Socks | -6537662 | VANNUCCI, SOCKS | -1839280 | none | ||
| 11856 | Nevan Casual Track Belt | -285301054 | BELTS | -280602672 | none | ||
| 11860 | Valente Classic Leather Belt | -285301054 | BELTS | -280602672 | none | ||
| 11877 | Vartan Braided Belt | -285301054 | BELTS | -280602672 | none |