Fold 1 - Understanding why coefficient 6041368 was selected
Tag: 2022 SWIM
Selected Coefficient: 6041368
Taxonomy Path: 1.1.20.12
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Rash Guards
Products with this tag: 5
Unique residual values tried: 5
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 | 0.000166 | 1.1.20.12 | 12.20.1.1 (12*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Rash Guards | Yes |
| 11957836 | 0.000166 | 1.1.20.24 | 24.20.1.1 (24*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | No |
| 3083134 | 0.000166 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
| 10971758 | 0.000166 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 25044 | 0.000641 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "2022 SWIM" tag (processing sequence 256). 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 | COLOURGROUP-BLACK, STYLE-SWIM | |
| 7667 | Swim - Adjustable One Piece - Black | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 4930390 | COLOURGROUP-BLACK, STYLE-SWIM | |
| 7670 | Swim - Long Sleeve Rashie - Black | 6041368 | Apparel & Accessories > Clothing > Swimwear > Rash Guards | none | 0 | COLOURGROUP-BLACK, STYLE-SWIM | |
| 7657 | Swim - Core Support Bikini Bottom - Black | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -2958234 | COLOURGROUP-BLACK, STYLE-SWIM | |
| 7668 | Shirt Dress - Chambray | 25044 | Apparel & Accessories > Clothing > Dresses | none | -6016324 | none |