Fold 1 - Understanding why coefficient 15692 was selected
Tag: BASE X
Selected Coefficient: 15692
Taxonomy Path: 1.8.3
Taxonomy Name: Apparel & Accessories > Shoes > Boots
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 15692 | 0.014481 | 1.8.3 | 3.8.1 (3*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Boots | Yes |
| 50979 | 0.014481 | 1.8.10 | 10.8.1 (10*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Heels | No |
| 1492208 | 0.056338 | 1.1.12.4 | 4.12.1.1 (4*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
These are the training products that have the "BASE X" tag (processing sequence 473). 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 | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | 1476516 | none | |
| 679 | Bz1803X Women | 50979 | Apparel & Accessories > Shoes > Heels | none | 35287 | none | |
| 730 | Bz3804X Women | 50979 | Apparel & Accessories > Shoes > Heels | none | 35287 | none | |
| 764 | Bz4902X Women | 15692 | Apparel & Accessories > Shoes > Boots | none | 0 | none | |
| 1222 | El6707 Women | 15692 | Apparel & Accessories > Shoes > Boots | none | 0 | none |