Fold 0 - Understanding why coefficient -5423429 was selected
Tag: XIRENA CLOTHING
Selected Coefficient: -5423429
Taxonomy Path: -0.0.0.11
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? |
|---|---|---|---|---|---|
| -5423429 | 2.000002 | -0.0.0.11 | -11.0.0.0 (-(11*79^3)) | Yes | |
| 0 | 2.000002 | 0 | 0 (0) | No | |
| 3526245 | 2.000160 | 1.1.12.7 | 7.12.1.1 (7*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 5997681 | 2.000160 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "XIRENA CLOTHING" tag (processing sequence 3141). 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 |
|---|---|---|---|---|---|---|---|
| 1019 | Monterey Chevron Belt | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | BELTS, COLORFUL | 11421110 | none | |
| 912 | Eliott Pant | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | 8949674 | none | |
| 847 | Cecily Dress | 0 | FUN SUMMER COLORS, STRIPED | 5423429 | none | ||
| 1084 | Wylan | -5423429 | BUTTON DOWN SHIRT, CREAM, TOPSBUTTON UP | 0 | none |