Fold 4 - Understanding why coefficient 20236 was selected
Tag: BRIDAL
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 20236 | 1.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -358314280 | 2.000000 | -0.0.9.7.14 | -14.7.9.0.0 (-(14*71^4 + 7*71^3 + 9*71^2)) | No |
These are the training products that have the "BRIDAL" tag (processing sequence 777). 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 |
|---|---|---|---|---|---|---|---|
| 147 | Silk Satin Crepe Slip Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 853 | Chiffon Puffed Mini | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 9630 | ALC 8oz White Wine set of 6 Silver | -358314280 | WHOLESALE | -358334516 | none |