Fold 1 - Understanding why coefficient 63043 was selected
Tag: BASE X
Selected Coefficient: 63043
Taxonomy Path: 1.8.10
Taxonomy Name: Apparel & Accessories > Shoes > Heels
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? |
|---|---|---|---|---|---|
| 63043 | 0.012658 | 1.8.10 | 10.8.1 (10*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Heels | Yes |
| 2047128 | 0.050633 | 1.1.12.4 | 4.12.1.1 (4*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
These are the training products that have the "BASE X" tag (processing sequence 746). 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 |
|---|---|---|---|---|---|---|---|
| 1184 | Caden Womens | 2047128 | Apparel & Accessories > Clothing > Pants > Jeans | none | 1984085 | none | |
| 646 | Bz1801X Women | 63043 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 679 | Bz1803X Women | 63043 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 730 | Bz3804X Women | 63043 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 1055 | Bz5805X Women | 63043 | Apparel & Accessories > Shoes > Heels | none | 0 | none |