Fold 0 - Understanding why coefficient 23 was selected
Tag: AVALANCHE NOVELTIES
Selected Coefficient: 23
Taxonomy Path: 23
Taxonomy Name: Sporting Goods
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 23 | 1.000000 | 23 | 23 (23) | Sporting Goods | Yes |
| 20591 | 2.000000 | 1.6.4 | 4.6.1 (4*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
These are the training products that have the "AVALANCHE NOVELTIES" tag (processing sequence 467). 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 |
|---|---|---|---|---|---|---|---|
| 1026 | 2023 Avalanche Pride Lapel Pin | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 20568 | FPM, KSENH | |
| 1096 | Avalanche 2022 8" Stanley Cup Replica w/Medallion | 23 | Sporting Goods | none | 0 | none | |
| 1290 | Vintage NHL Colorado Rockies Pennant | 23 | Sporting Goods | none | 0 | FPM |