Fold 4 - Understanding why coefficient 7974934 was selected
Tag: GOOD AMERICAN
Selected Coefficient: 7974934
Taxonomy Path: 1.1.20.22
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits
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? |
|---|---|---|---|---|---|
| 7974934 | 1.000000 | 1.1.20.22 | 22.20.1.1 (22*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "GOOD AMERICAN" tag (processing sequence 803). 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 |
|---|---|---|---|---|---|---|---|
| 810 | Always Fits Sunny One-piece | 7974934 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 812 | Always Ruched One-piece | 7974934 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 888 | Distressed Cropped Oxford | 0 | ROSE, BUTTON DOWN | -7974934 | KARDASHIAN, RETRO |