Fold 3 - Understanding why coefficient 3568586 was selected
Tag: STYLE-SWIM
Selected Coefficient: 3568586
Taxonomy Path: 1.1.20.6
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 3568586 | 0.000005 | 1.1.20.6 | 6.20.1.1 (6*83^3 + 20*83^2 + 83 + 1) | Yes | |
| 6999308 | 0.000005 | 1.1.20.12 | 12.20.1.1 (12*83^3 + 20*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Swimwear > Rash Guards | No |
| 12717178 | 0.000005 | 1.1.20.22 | 22.20.1.1 (22*83^3 + 20*83^2 + 83 + 1) | No | |
| 13860752 | 0.000005 | 1.1.20.24 | 24.20.1.1 (24*83^3 + 20*83^2 + 83 + 1) | No |
These are the training products that have the "STYLE-SWIM" tag (processing sequence 6758). 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 | 13860752 | none | 10292166 | none | ||
| 7667 | Swim - Adjustable One Piece - Black | 12717178 | none | 9148592 | none | ||
| 7670 | Swim - Long Sleeve Rashie - Black | 6999308 | Apparel & Accessories > Clothing > Swimwear > Rash Guards | none | 3430722 | none | |
| 7657 | Swim - Core Support Bikini Bottom - Black | 3568586 | none | 0 | none |