Fold 0 - Understanding why coefficient -2465195 was selected
Tag: AOP CLOTHING
Selected Coefficient: -2465195
Taxonomy Path: -0.0.0.5
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -2465195 | 1.012818 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | Yes | |
| -3931830 | 1.012979 | -0.0.77.7 | -7.77.0.0 (-(7*79^3 + 77*79^2)) | No | |
| -4056571 | 1.037975 | -0.78.17.8 | -8.17.78.0 (-(8*79^3 + 17*79^2 + 78*79)) | No | |
| -9523926 | 4.000000 | -2.2.25.19 | -19.25.2.2 (-(19*79^3 + 25*79^2 + 2*79 + 2)) | No |
These are the training products that have the "AOP CLOTHING" tag (processing sequence 3619). 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 | -2465195 | SOCKS | 0 | none | ||
| 5431 | Wiley Red Streaks - Crew Socks - white on red | -2465195 | SOCKS | 0 | none | ||
| 227 | Rock Candy - Women's Skater Skirt | -3931830 | WOMEN'S CLOTHING | -1466635 | ASSEMBLED IN THE USA | ||
| 5417 | Wiley Red Streaks - Crew Socks - large W red on white | -4056571 | SOCKS | -1591376 | none | ||
| 268 | High Waisted Yoga Leggings | -9523926 | WOMEN'S CLOTHING, LEGGINGS, PANTS | -7058731 | TROUSERS, ASSEMBLED IN THE USA, BOTTOMS |