Fold 3 - Understanding why coefficient 443751 was selected
Tag: GIRL
Selected Coefficient: 443751
Taxonomy Path: 1.2.17.1
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 443751 | 1.000000 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 7289430 | 1.000000 | 2.2.26.20 | 20.26.2.2 (20*71^3 + 26*71^2 + 2*71 + 2) | No |
These are the training products that have the "GIRL" tag (processing sequence 1296). 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 |
|---|---|---|---|---|---|---|---|
| 9387 | Airbrush Long Live Portrait With Butterflies Shirt Design | 7289430 | DESIGN, PORTRAIT | 6845679 | none | ||
| 5412 | Airbrush Birthday B*tch With Butterflies Design | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | 90S | 0 | none |