Fold 1 - Understanding why coefficient 25439 was selected
Tag: FIRE
Selected Coefficient: 25439
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
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? |
|---|---|---|---|---|---|
| 25439 | 2.025316 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 4025525 | 2.025316 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "FIRE" tag (processing sequence 3028). 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 |
|---|---|---|---|---|---|---|---|
| 5466 | Airbrush King Flames Shirt Design | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | LETTERS, 90'S | 4000086 | none | |
| 5467 | Airbrush Bad AF Shirt Design | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | LETTERS, 90'S | 4000086 | none | |
| 4131 | Item053: Silicon Wafer Computer Chip Tie Tack - Purple & Fire - Tie Clip, Tie Pin | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 4195 | Item059: Silicon Wafer Computer Chip Tie Tack - Yellow & Fire - Tie Clip, Tie Pin | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 4117 | Item043: Silicon Wafer Computer Chip Pendant - Purple & Fire | 0 | PENDANT | -25439 | none | ||
| 5497 | Airbrush Hot Girl Shirt Design | 0 | LETTERS, T-SHIRT, 90'S | -25439 | none |