Fold 3 - Understanding why coefficient -31205 was selected
Tag: STRETCH
Selected Coefficient: -31205
Taxonomy Path: -0.0.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -31205 | 1.000000 | -0.0.5 | -5.0.0 (-(5*79^2)) | Yes | |
| 3532486 | 3.000000 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "STRETCH" tag (processing sequence 114). 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 | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 3563691 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none |
| 9406 | RAPTOR: BLACK STRETCH LYCRA BOOTS | -31205 | TRAINERS | 0 | none | ||
| 9539 | RAPTOR: NEON PINK STRETCH LYCRA BOOTS | -31205 | TRAINERS | 0 | none | ||
| 9540 | RAPTOR: KHAKI STRETCH LYCRA BOOTS | -31205 | TRAINERS | 0 | none |