Fold 0 - Understanding why coefficient 6951085 was selected
Tag: QUEEN OF SPARKLES
Selected Coefficient: 6951085
Taxonomy Path: 1.1.13.12
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 6951085 | 0.000296 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 8094659 | 0.000297 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No | |
| 27640 | 0.001016 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "QUEEN OF SPARKLES" tag (processing sequence 5263). 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 |
|---|---|---|---|---|---|---|---|
| 32688 | Queen of Sparkles - Cherry Sweater | 8094659 | none | 1143574 | none | ||
| 32674 | Queen of Sparkles - Black Scissor Sweatshirt | 8094659 | none | 1143574 | none | ||
| 32675 | Queen of Sparkles - Floral Sequin Ruffle Sweatshirt | 8094659 | none | 1143574 | none | ||
| 32679 | Queen of Sparkles - Diamond Queen Light Blue | 6951085 | none | 0 | none | ||
| 32655 | Queen of Sparkles - Queen of Diamonds Queen Purple | 6951085 | none | 0 | none | ||
| 32678 | Queen of Sparkles - Diamond Queen Royal Blue | 6951085 | none | 0 | none | ||
| 32656 | Queen of Sparkles - Diamond Queen Navy | 6951085 | none | 0 | none | ||
| 32658 | Queen of Sparkles - Flower Sequin Dress | 27640 | none | -6923445 | none | ||
| 32657 | Queen of Sparkles - Flower Sequin Dress | 27640 | none | -6923445 | none |