Fold 2 - Understanding why coefficient -2954098 was selected
Tag: STRETCH
Selected Coefficient: -2954098
Taxonomy Path: -1.1.18.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -2954098 | 2.000000 | -1.1.18.8 | -8.18.1.1 (-(8*71^3 + 18*71^2 + 71 + 1)) | Yes | |
| -25205 | 2.000000 | -0.0.5 | -5.0.0 (-(5*71^2)) | No | |
| 2570982 | 2.000000 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "STRETCH" tag (processing sequence 88). 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 |
|---|---|---|---|---|---|---|---|
| 7815 | SHORT-SLEEVED QUICK DRY MICRO PLAID | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 5525080 | none | |
| 9539 | RAPTOR: NEON PINK STRETCH LYCRA BOOTS | -25205 | TRAINERS | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | ANKLE BOOTS | |
| 9406 | RAPTOR: BLACK STRETCH LYCRA BOOTS | -2954098 | TRAINERS, BLACK | 0 | ANKLE BOOTS |