Fold 1 - Understanding why coefficient 1591535 was selected
Tag: SOCKS
Selected Coefficient: 1591535
Taxonomy Path: 1.1.18.3
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Crew Socks
Products with this tag: 14
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? |
|---|---|---|---|---|---|
| 1591535 | 5.000010 | 1.1.18.3 | 3.18.1.1 (3*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | Yes |
| 3563691 | 5.000012 | 1.1.18.7 | 7.18.1.1 (7*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Hold Up Socks | No |
| 4056730 | 5.000014 | 1.1.18.8 | 8.18.1.1 (8*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Knee Socks | No |
| 0 | 9.000000 | 0 | 0 (0) | No |
These are the training products that have the "SOCKS" tag (processing sequence 2452). 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 |
|---|---|---|---|---|---|---|---|
| 10177 | Thick cable knit thigh high socks - Pink | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 2465195 | none | |
| 10200 | Thick cable knit thigh high socks - Dark Red | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 2465195 | none | |
| 10201 | Thick cable knit thigh high socks - Dark Grey | 3563691 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | 1972156 | none | |
| 10202 | Thick cable knit thigh high socks - Light Grey | 3563691 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | 1972156 | none | |
| 10204 | Thick cable knit thigh high socks - White | 3563691 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | 1972156 | none | |
| 14334 | RETRO DEVIL SOCKS | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | none | |
| 5430 | Wiley Red Streaks - Crew Socks - red on white | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | none | |
| 5431 | Wiley Red Streaks - Crew Socks - white on red | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | none | |
| 5418 | Wiley Red Streaks - Crew Socks - large W white on red | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | none | |
| 11792 | Vadala Paisley Fashion Socks | 0 | VANNUCCI | -1591535 | UNDER-50 | ||
| 11803 | Vaca Diamond Fashion Socks | 0 | VANNUCCI | -1591535 | UNDER-50 | ||
| 11805 | Vago Paisley Fashion Socks | 0 | VANNUCCI | -1591535 | UNDER-50 | ||
| 11819 | Vadala Paisley Fashion Socks | 0 | VANNUCCI | -1591535 | UNDER-50 | ||
| 11380 | Vader Dotted Fashion Socks | 0 | VANNUCCI | -1591535 | UNDER-50 |