Fold 1 - Understanding why coefficient 6041368 was selected
Tag: STYLE-SWIM
Selected Coefficient: 6041368
Taxonomy Path: 1.1.20.12
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Rash Guards
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 6041368 | 0.000002 | 1.1.20.12 | 12.20.1.1 (12*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Rash Guards | Yes |
| 11957836 | 0.000002 | 1.1.20.24 | 24.20.1.1 (24*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | No |
These are the training products that have the "STYLE-SWIM" tag (processing sequence 3337). 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 |
|---|---|---|---|---|---|---|---|
| 7736 | Swim - Adjustable Bikini Top - Black | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 5916468 | none | |
| 7670 | Swim - Long Sleeve Rashie - Black | 6041368 | Apparel & Accessories > Clothing > Swimwear > Rash Guards | none | 0 | none |