Fold 1 - Understanding why coefficient 1591535 was selected
Tag: AOP CLOTHING
Selected Coefficient: 1591535
Taxonomy Path: 1.1.18.3
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Crew Socks
Products with this tag: 5
Unique residual values tried: 3
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 | 2.000000 | 1.1.18.3 | 3.18.1.1 (3*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | Yes |
| -4000481 | 3.000160 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | No | |
| -3931830 | 3.000160 | -0.0.77.7 | -7.77.0.0 (-(7*79^3 + 77*79^2)) | No |
These are the training products that have the "AOP CLOTHING" tag (processing sequence 2601). 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 |
|---|---|---|---|---|---|---|---|
| 5418 | Wiley Red Streaks - Crew Socks - large W white on red | 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 | |
| 227 | Rock Candy - Women's Skater Skirt | -3931830 | WOMEN'S CLOTHING | -5523365 | QUARTZ | ||
| 14171 | T-Shirt Dress | -4000481 | WOMEN'S CLOTHING | -5592016 | none |