Fold 2 - Understanding why coefficient 10971758 was selected
Tag: GOOD AMERICAN
Selected Coefficient: 10971758
Taxonomy Path: 1.1.20.22
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 10971758 | 1.000160 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | Yes |
| 3538727 | 1.000320 | 1.1.14.7 | 7.14.1.1 (7*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | No |
| -5972637 | 3.000000 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No |
These are the training products that have the "GOOD AMERICAN" tag (processing sequence 1563). 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 | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 812 | Always Ruched One-piece | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 833 | Better Than Leather Short | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | -7433031 | none | |
| 957 | Good Legs Crop Mini Boot | -5972637 | JEANS, CASUAL, CLASSIC, FASHION, ATTIRE, FLATTERING | -16944395 | KARDASHIAN, STYLE |