Fold 0 - 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: 5
Unique residual values tried: 5
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 | 3.000160 | 1.1.14.7 | 7.14.1.1 (7*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | Yes |
| 10971758 | 3.000160 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| -6053930 | 4.000000 | -2.2.22.12 | -12.22.2.2 (-(12*79^3 + 22*79^2 + 2*79 + 2)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 12563455 | 4.000000 | 6.4.38.25 | 25.38.4.6 (25*79^3 + 38*79^2 + 4*79 + 6) | No |
These are the training products that have the "GOOD AMERICAN" tag (processing sequence 1567). 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 | 12563455 | BRIGHT COLORS | 9024728 | none | ||
| 812 | Always Ruched 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 | ||
| 957 | Good Legs Crop Mini Boot | -6053930 | JEANS, CASUAL, DENIM, CLASSIC, FASHION, ATTIRE, FLATTERING | -9592657 | KARDASHIAN, STYLE |