Fold 1 - Understanding why coefficient 443751 was selected
Tag: AVALANCHE HATS
Selected Coefficient: 443751
Taxonomy Path: 1.2.17.1
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 443751 | 0.000000 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
These are the training products that have the "AVALANCHE HATS" tag (processing sequence 458). 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 |
|---|---|---|---|---|---|---|---|
| 1100 | 2022-23 Avalanche Vault Adjustable Hat | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | KSENH | |
| 1104 | 2022 Avalanche Auth Pro Adjustable Hat | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | CYBER MONDAY, KSENH | |
| 1122 | 2023 Avalanche Hockey For Everyone Adjustable Hat | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | KSENH | |
| 1161 | Avalanche Adjustable MVP Wool Hat | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | CYBER MONDAY, KSENH |