Fold 2 - Understanding why coefficient -77351034 was selected
Tag: MEN'S
Selected Coefficient: -77351034
Taxonomy Path: -1.1.70.77.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -77351034 | 3.000000 | -1.1.70.77.1 | -1.77.70.1.1 (-(38950081 + 77*79^3 + 70*79^2 + 79 + 1)) | Yes | |
| -76371277 | 3.000000 | -2.2.71.75.1 | -1.75.71.2.2 (-(38950081 + 75*79^3 + 71*79^2 + 2*79 + 2)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 4025525 | 3.000000 | 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 2024). 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 | 81376559 | none | |
| 3184 | Woohoo! Natural Deodorant - Tux (NEW Extra Strength!) | 0 | DEODORANT | 77351034 | none | ||
| 10863 | 2022 Bike Week Daytona Beach Bright Skull Muscle Shirt | -76371277 | RED, MEDIUM | 979757 | none | ||
| 10864 | 2022 Sturgis Motorcycle Rally Vintage Map Zip-Up Hoodie | -77351034 | MEDIUM | 0 | none |