Fold 2 - Understanding why coefficient 4025525 was selected
Tag: LADIES
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
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? |
|---|---|---|---|---|---|
| 4025525 | 2.000002 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 6490720 | 2.000004 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| -31680 | 4.000000 | -1.6.5 | -5.6.1 (-(5*79^2 + 6*79 + 1)) | No | |
| 4000481 | 4.000000 | 0.0.9.8 | 8.9.0.0 (8*79^3 + 9*79^2) | No |
These are the training products that have the "LADIES" tag (processing sequence 3724). 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 |
|---|---|---|---|---|---|---|---|
| 10865 | Ladies 2022 Bike Week Daytona Beach Engine Heart Pullover Hoodie | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | none | |
| 10286 | RED DIRT ROADS | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 10304 | SOUTHERN SOUL | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 188 | Summer Dress - Sweety | 4000481 | DRESSES, LOUNGE WEAR | -25044 | none | ||
| 1599 | Sterling Silver Tree of Life Necklace | -31680 | NECKLACE, PENDANT | -4057205 | none |