Fold 1 - Understanding why coefficient 76598067 was selected
Tag: COURTSPORTS
Selected Coefficient: 76598067
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: 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? |
|---|---|---|---|---|---|
| 76598067 | 1.000000 | 1.1.1.1.3 | 3.1.1.1.1 (3*71^4 + 357911 + 5041 + 71 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | Yes |
| 102009748 | 1.000000 | 1.1.1.1.4 | 4.1.1.1.1 (4*71^4 + 357911 + 5041 + 71 + 1) | No | |
| -101989512 | 2.000000 | -0.0.68.0.4 | -4.0.68.0.0 (-(4*71^4 + 68*71^2)) | No |
These are the training products that have the "COURTSPORTS" tag (processing sequence 987). 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 |
|---|---|---|---|---|---|---|---|
| 7695 | Core Pocket 5 inch Bike Short - Black | 102009748 | COLOUR-BLACK, COLOURGROUP-BLACK, CORERANGE | 25411681 | none | ||
| 7615 | Core Pocket 5 inch Bike Short - White | 76598067 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 0 | none | |
| 7718 | Sports Dress - Black | -101989512 | COLOUR-BLACK, COLOURGROUP-BLACK | -178587579 | none |