Fold 1 - Understanding why coefficient -2868329 was selected
Tag: GOOD AMERICAN
Selected Coefficient: -2868329
Taxonomy Path: -0.0.1.8
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -2868329 | 2.000198 | -0.0.1.8 | -8.1.0.0 (-(8*71^3 + 5041)) | Yes | |
| 0 | 2.000198 | 0 | 0 (0) | No | |
| 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 | No |
| 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 |
These are the training products that have the "GOOD AMERICAN" tag (processing sequence 807). 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 | 10843263 | SWIM SUIT | |
| 833 | Better Than Leather Short | 2576023 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 5444352 | none | |
| 888 | Distressed Cropped Oxford | 0 | ROSE, BUTTON DOWN | 2868329 | KARDASHIAN | ||
| 957 | Good Legs Crop Mini Boot | -2868329 | CASUAL | 0 | KARDASHIAN |