Fold 1 - Understanding why coefficient -1094 was selected
Tag: PATTERN
Selected Coefficient: -1094
Taxonomy Path: -15.13
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -1094 | 5.000000 | -15.13 | -13.15 (-(13*83 + 15)) | Yes | |
| 0 | 6.000002 | 0 | 0 (0) | No | |
| 1143574 | 6.000002 | 0.0.0.2 | 2.0.0.0 (2*83^3) | No | |
| 189 | 7.000000 | 23.2 | 2.23 (2*83 + 23) | No | |
| 7058 | 7.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No | |
| 661428 | 7.000000 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "PATTERN" tag (processing sequence 5888). 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 |
|---|---|---|---|---|---|---|---|
| 13996 | Beauty | 1143574 | BLUE AND WHITE | 1144668 | none | ||
| 1008 | Marika | 661428 | none | 662522 | none | ||
| 14048 | Desire | 7058 | none | 8152 | none | ||
| 17769 | Gen 2 Dog Party Pattern | 189 | none | 1283 | DOGS | ||
| 11331 | Coachillin' | 0 | ATHLETIC | 1094 | none | ||
| 31807 | Monogrammed Teal Stripe Neoprene Tote Bag | -1094 | NEOPRENE, TOTE | 0 | none | ||
| 31808 | Monogrammed Rose Gold Leopard Neoprene Tote Bag | -1094 | NEOPRENE, TOTE | 0 | none | ||
| 31814 | Monogrammed Orange and Hot Pink Leopard Neoprene Tote Bag | -1094 | NEOPRENE, TOTE | 0 | none |