Fold 0 - Understanding why coefficient -4056730 was selected
Tag: SUITING
Selected Coefficient: -4056730
Taxonomy Path: -1.1.18.8
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| -4056730 | 4.012818 | -1.1.18.8 | -8.18.1.1 (-(8*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| -4518564 | 4.013299 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | No | |
| -5648106 | 4.063291 | -1.0.36.11 | -11.36.0.1 (-(11*79^3 + 36*79^2 + 1)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "SUITING" tag (processing sequence 3603). 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 |
|---|---|---|---|---|---|---|---|
| 11891 | Dayton Woven Penny Loafers | 0 | SIZE-9-5 | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | |
| 11862 | Gavin Slim Plaid Suit | 0 | SIZE-36R-30W | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | |
| 11836 | Baldwin Penny Loafers | 0 | SIZE-9-5 | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | |
| 11860 | Valente Classic Leather Belt | 0 | BELTS | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | |
| 11792 | Vadala Paisley Fashion Socks | -4056730 | VANNUCCI, SOCKS | 0 | none | ||
| 11803 | Vaca Diamond Fashion Socks | -4056730 | VANNUCCI, SOCKS | 0 | none | ||
| 11805 | Vago Paisley Fashion Socks | -4056730 | VANNUCCI, SOCKS | 0 | none | ||
| 11819 | Vadala Paisley Fashion Socks | -4056730 | VANNUCCI, SOCKS | 0 | none | ||
| 11832 | Carter Slim Fit Vested Suit | -4518564 | SIZE-36R-30W, VEST | -461834 | none | ||
| 11804 | Vago Paisley Fashion Socks | -5648106 | VANNUCCI, SOCKS | -1591376 | none |