Fold 0 - Understanding why coefficient 10971758 was selected
Tag: SWIM
Selected Coefficient: 10971758
Taxonomy Path: 1.1.20.22
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 10971758 | 0.000010 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | Yes |
| 3083134 | 0.000012 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
These are the training products that have the "SWIM" tag (processing sequence 2822). 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 |
|---|---|---|---|---|---|---|---|
| 15680 | Amber | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15692 | Cristina Doll | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15698 | Go Getter | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15708 | Maseno Black | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15709 | Maseno Pink | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15984 | Summer Me | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15681 | Angel | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none | |
| 15987 | Tropical | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none | |
| 15710 | Midnight | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none | |
| 15704 | Lois Von | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none | |
| 15716 | Pink Out | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none |