Fold 0 - Understanding why coefficient -50823362 was selected
Tag: LENGTH-BIKE SHORTS
Selected Coefficient: -50823362
Taxonomy Path: -0.0.0.0.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -50823362 | 1.000201 | -0.0.0.0.2 | -2.0.0.0.0 (-(2*71^4)) | Yes | |
| 74445488 | 1.000207 | 0.0.0.66.2 | 2.66.0.0.0 (2*71^4 + 66*71^3) | No | |
| -124487495 | 1.000793 | -0.0.58.63.4 | -4.63.58.0.0 (-(4*71^4 + 63*71^3 + 58*71^2)) | No | |
| 76598067 | 5.000000 | 1.1.1.1.3 | 3.1.1.1.1 (3*71^4 + 357911 + 5041 + 71 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | No |
These are the training products that have the "LENGTH-BIKE SHORTS" tag (processing sequence 1570). 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 |
|---|---|---|---|---|---|---|---|
| 7723 | Training Pocket Bike Short - Camo | 76598067 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 127421429 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none |
| 7695 | Core Pocket 5 inch Bike Short - Black | 74445488 | COLOUR-BLACK, COLOURGROUP-BLACK, CORERANGE, COURTSPORTS | 125268850 | none | ||
| 7618 | Eco-Sculpt Training Pocket Bike Short - Rose | -50823362 | ECO-PLATINUM FABRIC | 0 | none | ||
| 7666 | Core Pocket Bike Short - Leopard | -50823362 | COLOURGROUP-BLACK | 0 | none | ||
| 7724 | Training Pocket Bike Short - Grey Leopard | -50823362 | 2023 GREY LEOPARD | 0 | none | ||
| 7711 | Recovery Support Bike Short - Black | -124487495 | COLOURGROUP-BLACK | -73664133 | none |