Fold 2 - Understanding why coefficient 2576023 was selected
Tag: GOOD AMERICAN
Selected Coefficient: 2576023
Taxonomy Path: 1.1.14.7
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Jogger Shorts
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 2576023 | 2.000198 | 1.1.14.7 | 7.14.1.1 (7*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | Yes |
| 7974934 | 2.000198 | 1.1.20.22 | 22.20.1.1 (22*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| -4360537 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "GOOD AMERICAN" tag (processing sequence 1328). 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 |
|---|---|---|---|---|---|---|---|
| 812 | Always Ruched One-piece | 7974934 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 5398911 | none | |
| 833 | Better Than Leather Short | 2576023 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 0 | none | |
| 888 | Distressed Cropped Oxford | 0 | ROSE, BUTTON DOWN | -2576023 | KARDASHIAN | ||
| 957 | Good Legs Crop Mini Boot | -4360537 | JEANS, CASUAL | -6936560 | KARDASHIAN |