Fold 3 - Understanding why coefficient 2576023 was selected
Tag: SHORTS
Selected Coefficient: 2576023
Taxonomy Path: 1.1.14.7
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Jogger Shorts
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 2576023 | 0.000011 | 1.1.14.7 | 7.14.1.1 (7*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | Yes |
| 70646 | 0.000014 | 1.1.14 | 14.1.1 (14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts | No |
| 1502290 | 0.000014 | 1.1.14.4 | 4.14.1.1 (4*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Short Trousers | No |
These are the training products that have the "SHORTS" tag (processing sequence 30). 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 |
|---|---|---|---|---|---|---|---|
| 5039 | 5th Infantry Performance Shorts | 2576023 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 0 | none | |
| 5040 | CIB 2nd Award Performance Shorts | 2576023 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 0 | none | |
| 5045 | De Oppresso Liber Performance Shorts | 2576023 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 0 | none | |
| 839 | Boxer | 1502290 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | -1073733 | FRAILS | |
| 5037 | 42nd Infantry Performance Shorts | 1502290 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | -1073733 | none | |
| 5046 | EFMB Performance Shorts | 70646 | Apparel & Accessories > Clothing > Shorts | none | -2505377 | none | |
| 5036 | 35th Infantry Performance Shorts | 70646 | Apparel & Accessories > Clothing > Shorts | none | -2505377 | none |