Fold 3 - Understanding why coefficient 117349603 was selected
Tag: SPO-DEFAULT
Selected Coefficient: 117349603
Taxonomy Path: 1.1.1.1.3
Taxonomy Name: Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 117349603 | 1.000000 | 1.1.1.1.3 | 3.1.1.1.1 (3*79^4 + 493039 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SPO-DEFAULT" tag (processing sequence 2443). 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 |
|---|---|---|---|---|---|---|---|
| 11109 | Women's Spring Classics Knicks | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 0 | none | |
| 11110 | Men's Spring Classics Knicks Laser Cut Gripper | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 0 | none | |
| 8579 | Wash ALL Degreaser 55 Gallon Drum - Shipping Included - Multi-Purpose Cleaner and Degreser | 0 | none | -117349603 | AUTO |