Fold 0 - Understanding why coefficient 20236 was selected
Tag: MINI DRESSES
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
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? |
|---|---|---|---|---|---|
| 20236 | 2.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 40472 | 4.000000 | 2.2.8 | 8.2.2 (8*71^2 + 2*71 + 2) | No |
These are the training products that have the "MINI DRESSES" tag (processing sequence 1024). 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 |
|---|---|---|---|---|---|---|---|
| 1044 | Porter | 40472 | ELEGANT DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 881 | Devi- Pink | 20236 | Apparel & Accessories > Clothing > Dresses | COLORFUL DRESSES, ELEGANT DRESSES | 0 | none | |
| 922 | Firtah | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1082 | Wild Heart Mini Slip | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 855 | Cinnamon | 0 | WHITE | -20236 | none |