Fold 3 - Understanding why coefficient -5186 was selected
Tag: FIRE
Selected Coefficient: -5186
Taxonomy Path: -3.2.1
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -5186 | 4.000000 | -3.2.1 | -1.2.3 (-(5041 + 2*71 + 3)) | Yes | |
| 15405 | 4.000000 | 69.3.3 | 3.3.69 (3*71^2 + 3*71 + 69) | No | |
| -2928893 | 5.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "FIRE" tag (processing sequence 43). 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 | 15405 | SILICON WAFER | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | |
| 4195 | Item059: Silicon Wafer Computer Chip Tie Tack - Yellow & Fire - Tie Clip, Tie Pin | 15405 | SILICON WAFER | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | |
| 5466 | Airbrush King Flames Shirt Design | 0 | DESIGN | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | 90'S | |
| 4116 | Item042: Silicon Wafer Computer Chip Earrings - Purple & Fire | -5186 | EARRINGS, SILICON WAFER | 0 | none | ||
| 4117 | Item043: Silicon Wafer Computer Chip Pendant - Purple & Fire | -5186 | PENDANT, SILICON WAFER | 0 | none | ||
| 5497 | Airbrush Hot Girl Shirt Design | -2928893 | DESIGN, T-SHIRT | -2923707 | 90'S |