Fold 4 - Understanding why coefficient -116301115 was selected
Tag: MEN'S
Selected Coefficient: -116301115
Taxonomy Path: -1.1.70.77.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -116301115 | 2.000000 | -1.1.70.77.2 | -2.77.70.1.1 (-(2*79^4 + 77*79^3 + 70*79^2 + 79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 4025525 | 2.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "MEN'S" tag (processing sequence 2026). 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 |
|---|---|---|---|---|---|---|---|
| 10539 | GrandPrix Originals USA Porsche RS Multicar Unisex T-Shirt - Navy | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 120326640 | none | |
| 3184 | Woohoo! Natural Deodorant - Tux (NEW Extra Strength!) | 0 | DEODORANT | 116301115 | none | ||
| 10864 | 2022 Sturgis Motorcycle Rally Vintage Map Zip-Up Hoodie | -116301115 | SMALL | 0 | none |