Fold 0 - Understanding why coefficient -55777 was selected
Tag: LYCRA
Selected Coefficient: -55777
Taxonomy Path: -1.8.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -55777 | 1.012048 | -1.8.8 | -8.8.1 (-(8*83^2 + 8*83 + 1)) | Yes | |
| -1267660 | 1.024096 | -1.1.18.2 | -2.18.1.1 (-(2*83^3 + 18*83^2 + 83 + 1)) | No | |
| 69473 | 3.000000 | 2.7.10 | 10.7.2 (10*83^2 + 7*83 + 2) | No |
These are the training products that have the "LYCRA" tag (processing sequence 4790). 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 |
|---|---|---|---|---|---|---|---|
| 31881 | Flamingo/ 2piece Pink Latin/Rhythm Dress with Swarovski Rhinestones, Hand Beading & Feathers | 69473 | BEADS | 125250 | none | ||
| 9539 | RAPTOR: NEON PINK STRETCH LYCRA BOOTS | -55777 | ANKLE BOOTS, TRAINERS | 0 | AW22 | ||
| 9540 | RAPTOR: KHAKI STRETCH LYCRA BOOTS | -55777 | ANKLE BOOTS, TRAINERS | 0 | AW22 | ||
| 1479 | Black Gumball Star Bra | -1267660 | SPORTS BRA, ATHLETIC | -1211883 | COZY, GAZZY BY GAZZO, HIKING |