Fold 2 - Understanding why coefficient 162425 was selected
Tag: BFF
Selected Coefficient: 162425
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 162425 | 1.000160 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| 193630 | 1.000160 | 1.2.31 | 31.2.1 (31*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | No |
| 19194 | 2.000000 | 76.5.3 | 3.5.76 (3*79^2 + 5*79 + 76) | No |
These are the training products that have the "BFF" tag (processing sequence 4079). 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 |
|---|---|---|---|---|---|---|---|
| 18179 | Lavender Bundle Pin | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | none | 31205 | none | |
| 18210 | Scarf | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 18199 | Well Wishes Wrap Bracelet | 19194 | KID | -143231 | none |