Fold 2 - Understanding why coefficient 1839447 was selected
Tag: AOP CLOTHING
Selected Coefficient: 1839447
Taxonomy Path: 1.1.18.3
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Crew Socks
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 1839447 | 1.012193 | 1.1.18.3 | 3.18.1.1 (3*83^3 + 18*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | Yes |
| 96129190 | 1.012484 | 1.1.10.2.2 | 2.2.10.1.1 (2*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 167 | 1.048193 | 1.2 | 2.1 (2*83 + 1) | No | |
| -6372409 | 5.000000 | -1.1.12.11 | -11.12.1.1 (-(11*83^3 + 12*83^2 + 83 + 1)) | No |
These are the training products that have the "AOP CLOTHING" tag (processing sequence 4541). 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 |
|---|---|---|---|---|---|---|---|
| 26921 | #GoodHuman Unisex Bomber Jacket (AOP) | 96129190 | none | 94289743 | JACKETS, LONG SLEEVES | ||
| 5418 | Wiley Red Streaks - Crew Socks - large W white on red | 1839447 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | none | |
| 5430 | Wiley Red Streaks - Crew Socks - red on white | 1839447 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | none | |
| 5431 | Wiley Red Streaks - Crew Socks - white on red | 1839447 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | none | |
| 5417 | Wiley Red Streaks - Crew Socks - large W red on white | 167 | none | -1839280 | none | ||
| 268 | High Waisted Yoga Leggings | -6372409 | LEGGINGS, TROUSERS | -8211856 | PANTS, ASSEMBLED IN THE USA |