Fold 0 - Understanding why coefficient -4698382 was selected
Tag: SUITING
Selected Coefficient: -4698382
Taxonomy Path: -1.1.18.8
Taxonomy Name:
Products with this tag: 13
Unique residual values tried: 8
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 | 4.012629 | -1.1.18.8 | -8.18.1.1 (-(8*83^3 + 18*83^2 + 83 + 1)) | Yes | |
| -5235724 | 4.012631 | -1.1.13.9 | -9.13.1.1 (-(9*83^3 + 13*83^2 + 83 + 1)) | No | |
| -8094659 | 4.012634 | -1.1.13.14 | -14.13.1.1 (-(14*83^3 + 13*83^2 + 83 + 1)) | No | |
| -6537662 | 4.096386 | -1.0.36.11 | -11.36.0.1 (-(11*83^3 + 36*83^2 + 1)) | No | |
| 0 | 11.000002 | 0 | 0 (0) | No | |
| -4002509 | 11.000002 | -0.0.0.7 | -7.0.0.0 (-(7*83^3)) | No | |
| 28055 | 12.000000 | 1.6.4 | 4.6.1 (4*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
| -285301054 | 12.000000 | -8.0.80.0.6 | -6.0.80.0.8 (-(6*83^4 + 80*83^2 + 8)) | No |
These are the training products that have the "SUITING" tag (processing sequence 6327). 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 |
|---|---|---|---|---|---|---|---|
| 11859 | Brody Bouquet Lapel Pin Brooch | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 4726437 | none | |
| 11891 | Dayton Woven Penny Loafers | 0 | SIZE-11 | 4698382 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | |
| 11861 | Don Slim Fit Dress Shirt | -4002509 | LONG-SLEEVE | 695873 | Apparel & Accessories > Clothing > Socks > Ankle Socks | none | |
| 11819 | Vadala Paisley Fashion Socks | -4698382 | VANNUCCI, SOCKS | 0 | none | ||
| 11803 | Vaca Diamond Fashion Socks | -4698382 | VANNUCCI, SOCKS | 0 | none | ||
| 11792 | Vadala Paisley Fashion Socks | -4698382 | VANNUCCI, SOCKS | 0 | none | ||
| 11380 | Vader Dotted Fashion Socks | -4698382 | VANNUCCI, SOCKS | 0 | none | ||
| 11870 | Carlton Slim Fit Vested Suit | -5235724 | SIZE-36R-30W, VEST | -537342 | none | ||
| 11832 | Carter Slim Fit Vested Suit | -5235724 | SIZE-36R-30W, VEST | -537342 | none | ||
| 11872 | Carlton Slim Fit Vested Suit | -5235724 | SIZE-36R-30W, VEST | -537342 | none | ||
| 11804 | Vago Paisley Fashion Socks | -6537662 | VANNUCCI, SOCKS | -1839280 | none | ||
| 11862 | Gavin Slim Plaid Suit | -8094659 | SIZE-36R-30W, LONG-SLEEVE | -3396277 | none | ||
| 11860 | Valente Classic Leather Belt | -285301054 | BELTS | -280602672 | none |