Fold 2 - Understanding why coefficient 6447113 was selected
Tag: PET APPAREL
Selected Coefficient: 6447113
Taxonomy Path: 2.2.6.13
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 6447113 | 1.000000 | 2.2.6.13 | 13.6.2.2 (13*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | Yes |
| 7046408 | 3.000000 | 3.4.23.14 | 14.23.4.3 (14*79^3 + 23*79^2 + 4*79 + 3) | No |
These are the training products that have the "PET APPAREL" tag (processing sequence 2291). 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 |
|---|---|---|---|---|---|---|---|
| 13977 | Step Aside Barbie - Rhinestone Shirts | 7046408 | BEST SELLER | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | |
| 13963 | Rich Bitch - Rhinestone Shirts | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | 0 | none | |
| 13965 | Prince - Rhinestone Shirts | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | 0 | none | |
| 13976 | Princess - Rhinestone Shirts | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | 0 | none |