Fold 1 - Understanding why coefficient 3045767 was selected
Tag: HAIR ACCESSORIES
Selected Coefficient: 3045767
Taxonomy Path: 1.2.14.6
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips
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? |
|---|---|---|---|---|---|
| 3045767 | 1.000000 | 1.2.14.6 | 6.14.2.1 (6*79^3 + 14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | Yes |
| 2546407 | 2.000000 | 0.1.13.5 | 5.13.1.0 (5*79^3 + 13*79^2 + 79) | No |
These are the training products that have the "HAIR ACCESSORIES" tag (processing sequence 1617). 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 |
|---|---|---|---|---|---|---|---|
| 1529 | Checkered Hair Clip // Black + White | 3045767 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 0 | none | |
| 1530 | Checkered Hair Clip // Cobalt + Mint | 3045767 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 0 | none | |
| 2174 | Camilla - We Always Have Alexandria Bucket Hat | 2546407 | 20% OFF SHOPPING EVENT | -499360 | none |