Fold 0 - Understanding why coefficient -25205 was selected
Tag: STRETCH
Selected Coefficient: -25205
Taxonomy Path: -0.0.5
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -25205 | 1.000000 | -0.0.5 | -5.0.0 (-(5*71^2)) | Yes | |
| 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 84). 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 | 2596187 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none |
| 9539 | RAPTOR: NEON PINK STRETCH LYCRA BOOTS | -25205 | TRAINERS | 0 | none | ||
| 9540 | RAPTOR: KHAKI STRETCH LYCRA BOOTS | -25205 | TRAINERS | 0 | none |