Fold 2 - Understanding why coefficient 68731 was selected
Tag: JOGGER SET
Selected Coefficient: 68731
Taxonomy Path: 1.1.11
Taxonomy Name: Apparel & Accessories > Clothing > Outfit Sets
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 68731 | 2.000481 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | Yes |
| 3526245 | 2.000481 | 1.1.12.7 | 7.12.1.1 (7*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 3538727 | 2.000481 | 1.1.14.7 | 7.14.1.1 (7*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | No |
| 78992417 | 2.000481 | 1.1.17.2.2 | 2.2.17.1.1 (2*79^4 + 2*79^3 + 17*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Loungewear > Loungewear Tops | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "JOGGER SET" tag (processing sequence 4568). 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 |
|---|---|---|---|---|---|---|---|
| 13323 | Vintage MultiColor 2 piece shorts set | 78992417 | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Loungewear > Loungewear Tops | none | 78923686 | none | |
| 3940 | Smooth Plaid Men's Jogger Shorts | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 3469996 | CLASSIC | |
| 4451 | Tribal Top Men's Joggers | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | 3457514 | none | |
| 13444 | Vintage Pleated 2 piece shorts set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none | |
| 3942 | Smooth Plaid Premium Sleeveless Hoodie | 0 | HOODIE | -68731 | CLASSIC | ||
| 4450 | Tribal Top Men's Classic French Terry Crewneck Pullover | 0 | CREWNECK | -68731 | none |