Fold 1 - Understanding why coefficient -10227 was selected
Tag: FIRE
Selected Coefficient: -10227
Taxonomy Path: -3.2.2
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -10227 | 4.000000 | -3.2.2 | -2.2.3 (-(2*71^2 + 2*71 + 3)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 10364 | 4.000000 | 69.3.2 | 2.3.69 (2*71^2 + 3*71 + 69) | No |
These are the training products that have the "FIRE" 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 |
|---|---|---|---|---|---|---|---|
| 4131 | Item053: Silicon Wafer Computer Chip Tie Tack - Purple & Fire - Tie Clip, Tie Pin | 10364 | SILICON WAFER | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | |
| 4195 | Item059: Silicon Wafer Computer Chip Tie Tack - Yellow & Fire - Tie Clip, Tie Pin | 10364 | SILICON WAFER | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | |
| 5467 | Airbrush Bad AF Shirt Design | 0 | DESIGN | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | |
| 5497 | Airbrush Hot Girl Shirt Design | 0 | DESIGN | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | T-SHIRT, COOL | |
| 4116 | Item042: Silicon Wafer Computer Chip Earrings - Purple & Fire | -10227 | EARRINGS, SILICON WAFER | 0 | none | ||
| 4117 | Item043: Silicon Wafer Computer Chip Pendant - Purple & Fire | -10227 | PENDANT, SILICON WAFER | 0 | none |