Fold 4 - Understanding why coefficient 3083134 was selected
Tag: SWIM
Selected Coefficient: 3083134
Taxonomy Path: 1.1.20.6
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Classic Bikinis
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 3083134 | 1.000008 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 10971758 | 1.000010 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| -1098496 | 9.000000 | -1.1.18.2 | -2.18.1.1 (-(2*79^3 + 18*79^2 + 79 + 1)) | No |
These are the training products that have the "SWIM" tag (processing sequence 2926). 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 |
|---|---|---|---|---|---|---|---|
| 1059 | Showpony | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7888624 | none | |
| 15680 | Amber | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7888624 | none | |
| 15692 | Cristina Doll | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7888624 | none | |
| 15708 | Maseno Black | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7888624 | none | |
| 15686 | Burbierri Orange | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 15716 | Pink Out | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 15704 | Lois Von | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 15988 | Tropical 2 | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 15681 | Angel | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 1478 | Black Gumball Board Shorts | -1098496 | 90'S, ATHLETIC | -4181630 | ATHLEISURE |