Fold 0 - Understanding why coefficient 3568586 was selected
Tag: SWIMWEAR
Selected Coefficient: 3568586
Taxonomy Path: 1.1.20.6
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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 | 2.000149 | 1.1.20.6 | 6.20.1.1 (6*83^3 + 20*83^2 + 83 + 1) | Yes | |
| 2425012 | 2.000150 | 1.1.20.4 | 4.20.1.1 (4*83^3 + 20*83^2 + 83 + 1) | No | |
| 12717178 | 2.000150 | 1.1.20.22 | 22.20.1.1 (22*83^3 + 20*83^2 + 83 + 1) | No | |
| 62085 | 2.000581 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | No | |
| -12717178 | 6.000000 | -1.1.20.22 | -22.20.1.1 (-(22*83^3 + 20*83^2 + 83 + 1)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "SWIMWEAR" tag (processing sequence 6489). 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 |
|---|---|---|---|---|---|---|---|
| 31245 | Gottex Maculato Golden Leopard Surplice One Piece Swimsuit | 12717178 | none | 9148592 | none | ||
| 10254 | Beach Escape High Waisted Tropical Two-Piece Swimsuit with Flounce | 3568586 | none | 0 | none | ||
| 8948 | 211INC Womens Southern Salute Bikini Swimsuit | 3568586 | none | 0 | none | ||
| 29178 | Aphrodite Bikini Bottom | Cara Saven Turquoise | 2425012 | none | -1143574 | none | ||
| 28967 | The Natalia | 62085 | none | -3506501 | none | ||
| 26896 | Coco Striped Shorts | 0 | SHORTS | -3568586 | BOTTOMS, CLEARANCE | ||
| 27936 | Mama's Must Have Suit | -12717178 | ONE PIECE, SWIMSUITS | -16285764 | STRIPED |