Fold 1 - Understanding why coefficient 2059610 was selected
Tag: CLOTHES
Selected Coefficient: 2059610
Taxonomy Path: 1.1.14.4
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Short Trousers
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? |
|---|---|---|---|---|---|
| 2059610 | 1.000320 | 1.1.14.4 | 4.14.1.1 (4*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Short Trousers | Yes |
| 4025525 | 1.000320 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 11957836 | 1.000320 | 1.1.20.24 | 24.20.1.1 (24*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "CLOTHES" tag (processing sequence 4314). 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 |
|---|---|---|---|---|---|---|---|
| 11121 | Marmalade Oracle Top | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 9898226 | none | |
| 10990 | Please Stay Away Black T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 1965915 | none | |
| 11122 | Women's Short | 2059610 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 0 | none | |
| 1897 | Women's Unicorn Print Infinity Scarf | 0 | SCARF | -2059610 | none |