Fold 2 - Understanding why coefficient 3020724 was selected
Tag: XOM APAREL
Selected Coefficient: 3020724
Taxonomy Path: 1.1.10.6
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Vests
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 3020724 | 0.000320 | 1.1.10.6 | 6.10.1.1 (6*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Vests | Yes |
| 3039447 | 0.000481 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
These are the training products that have the "XOM APAREL" tag (processing sequence 2744). 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 |
|---|---|---|---|---|---|---|---|
| 15473 | MENS OGIO GUAGE POLO | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 18723 | none | |
| 15488 | NK RED DRIFIT MICRO PIQUE | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 18723 | none | |
| 15200 | VEST MEN BLK FRONT RUNNER | 3020724 | Apparel & Accessories > Clothing > Outerwear > Vests | none | 0 | none | |
| 15201 | VEST MEN NVY FRONT RUNNER | 3020724 | Apparel & Accessories > Clothing > Outerwear > Vests | none | 0 | none | |
| 15203 | VEST WMN NVY FRONT RUNNER | 3020724 | Apparel & Accessories > Clothing > Outerwear > Vests | none | 0 | none |