Fold 1 - Understanding why coefficient 117349603 was selected
Tag: LENGTH-BIKE SHORTS
Selected Coefficient: 117349603
Taxonomy Path: 1.1.1.1.3
Taxonomy Name: Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts
Products with this tag: 7
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 | 0.000160 | 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 |
| 4031766 | 0.000961 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
These are the training products that have the "LENGTH-BIKE SHORTS" tag (processing sequence 1706). 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 |
|---|---|---|---|---|---|---|---|
| 7725 | Eco-Sculpt Training Pocket Bike Short - Olive | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 0 | none | |
| 7618 | Eco-Sculpt Training Pocket Bike Short - Rose | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 0 | none | |
| 7698 | Eco-Sculpt Training Pocket Bike Short - Magenta | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 0 | none | |
| 7615 | Core Pocket 5 inch Bike Short - White | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 0 | PLAY, COURTSPORTS | |
| 7723 | Training Pocket Bike Short - Camo | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 0 | none | |
| 7724 | Training Pocket Bike Short - Grey Leopard | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 0 | none | |
| 7711 | Recovery Support Bike Short - Black | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | -113317837 | none |