Fold 1 - Understanding why coefficient 3538727 was selected
Tag: GOOD AMERICAN
Selected Coefficient: 3538727
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? |
|---|---|---|---|---|---|
| 3538727 | 2.000160 | 1.1.14.7 | 7.14.1.1 (7*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | Yes |
| 10971758 | 2.000160 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| -6596976 | 3.000000 | -2.3.30.13 | -13.30.3.2 (-(13*79^3 + 30*79^2 + 3*79 + 2)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "GOOD AMERICAN" tag (processing sequence 1564). 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 | 7433031 | none | |
| 833 | Better Than Leather Short | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 0 | none | |
| 888 | Distressed Cropped Oxford | 0 | ROSE, BUTTON DOWN | -3538727 | KARDASHIAN, RETRO | ||
| 957 | Good Legs Crop Mini Boot | -6596976 | JEANS, CASUAL, CLASSIC, COMFORT | -10135703 | KARDASHIAN, STYLE |