Fold 1 - Understanding why coefficient -5837550 was selected
Tag: COTTON CITIZEN
Selected Coefficient: -5837550
Taxonomy Path: -1.1.22.16
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -5837550 | 1.000000 | -1.1.22.16 | -16.22.1.1 (-(16*71^3 + 22*71^2 + 71 + 1)) | Yes | |
| 20236 | 1.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "COTTON CITIZEN" tag (processing sequence 983). 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 |
|---|---|---|---|---|---|---|---|
| 846 | Capri Slit Midi Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 5857786 | none | |
| 968 | Ibiza SS Polo Dress | -5837550 | BLACK, WHITE | 0 | none |