Fold 1 - Understanding why coefficient -4305014 was selected
Tag: JOGGERS
Selected Coefficient: -4305014
Taxonomy Path: -0.0.2.12
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4305014 | 2.000000 | -0.0.2.12 | -12.2.0.0 (-(12*71^3 + 2*71^2)) | Yes | |
| 2565941 | 2.000198 | 1.1.12.7 | 7.12.1.1 (7*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | 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 |
These are the training products that have the "JOGGERS" tag (processing sequence 110). 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 |
|---|---|---|---|---|---|---|---|
| 3940 | Smooth Plaid Men's Jogger Shorts | 2576023 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 6881037 | JOGGER SET | |
| 4451 | Tribal Top Men's Joggers | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | none | 6870955 | JOGGER SET | |
| 5081 | Airbrush 1995 Crop Top And Jogger Set | -4305014 | WHITE | 0 | 2000S, SETS | ||
| 5159 | Airbrush Bubble Font Crop Top And Jogger Set | -4305014 | WHITE | 0 | 2000S, SETS |