Fold 3 - Understanding why coefficient -4319640 was selected
Tag: TRAINERS
Selected Coefficient: -4319640
Taxonomy Path: -0.64.4.12
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4319640 | 1.000201 | -0.64.4.12 | -12.4.64.0 (-(12*71^3 + 4*71^2 + 64*71)) | Yes | |
| -2887996 | 1.000201 | -0.64.4.8 | -8.4.64.0 (-(8*71^3 + 4*71^2 + 64*71)) | No | |
| -2913201 | 1.000397 | -0.64.9.8 | -8.9.64.0 (-(8*71^3 + 9*71^2 + 64*71)) | No | |
| 15692 | 3.000000 | 1.8.3 | 3.8.1 (3*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Boots | No |
These are the training products that have the "TRAINERS" tag (processing sequence 40). 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 |
|---|---|---|---|---|---|---|---|
| 9540 | RAPTOR: KHAKI STRETCH LYCRA BOOTS | 15692 | Apparel & Accessories > Shoes > Boots | none | 4335332 | STRETCH, KHAKI, ANKLE BOOTS | |
| 9529 | JAUNT: WHITE & NEON PINK TRAINERS | -2887996 | WHITE | 1431644 | SS23, _BADGE_NEW_IN_ | ||
| 9406 | RAPTOR: BLACK STRETCH LYCRA BOOTS | -2913201 | BLACK | 1406439 | STRETCH, ANKLE BOOTS | ||
| 9523 | SADIE: NAVY SHIMMER METALLIC PLATFORM TRAINERS | -4319640 | BLUE | 0 | PLATFORM, SS23, _BADGE_NEW_IN_ |