Fold 0 - Understanding why coefficient -3286804 was selected
Tag: HOODIE
Selected Coefficient: -3286804
Taxonomy Path: -1.1.13.9
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -3286804 | 3.000000 | -1.1.13.9 | -9.13.1.1 (-(9*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -357911 | 4.000000 | -0.0.0.1 | -1.0.0.0 (-(357911)) | No | |
| 3977728 | 4.000000 | 24.5.8.11 | 11.8.5.24 (11*71^3 + 8*71^2 + 5*71 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | No |
| 4718448 | 4.000000 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
These are the training products that have the "HOODIE" tag (processing sequence 65). 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 |
|---|---|---|---|---|---|---|---|
| 330 | Gray Color Block Pullover Hoodie with Pocket | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 8005252 | none | |
| 6908 | 10" Hoodie River Otter | 3977728 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 7264532 | none | |
| 350 | Just Chill Hoodie | -357911 | SWEATSHIRT | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 6837 | Embroidered Black Oversized Hoodie | -3286804 | BLACK, SWEATSHIRT | 0 | OVERSIZED, GRAPHIC PRINT | ||
| 6846 | Vintage Black Oversized Hoodie | -3286804 | BLACK, SWEATSHIRT | 0 | OVERSIZED, GRAPHIC PRINT |