Fold 1 - Understanding why coefficient 1715361 was selected
Tag: EUROPEAN STYLES
Selected Coefficient: 1715361
Taxonomy Path: 0.0.0.3
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 6289657 | 6.012052 | 0.0.0.11 | 11.0.0.0 (11*83^3) | No | |
| 1715361 | 6.012052 | 0.0.0.3 | 3.0.0.0 (3*83^3) | Yes | |
| 0 | 6.012052 | 0 | 0 (0) | No | |
| -55278 | 6.036145 | -0.2.8 | -8.2.0 (-(8*83^2 + 2*83)) | No | |
| 2239009 | 7.000145 | 1.1.76.3 | 3.76.1.1 (3*83^3 + 76*83^2 + 83 + 1) | No | |
| 4663937 | 7.000290 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| -826931 | 9.000000 | -2.3.37.1 | -1.37.3.2 (-(571787 + 37*83^2 + 3*83 + 2)) | No | |
| 5807595 | 9.000000 | 2.2.13.10 | 10.13.2.2 (10*83^3 + 13*83^2 + 2*83 + 2) | No | |
| -89641 | 9.000000 | -1.1.13 | -13.1.1 (-(13*83^2 + 83 + 1)) | No |
These are the training products that have the "EUROPEAN STYLES" tag (processing sequence 6924). 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 |
|---|---|---|---|---|---|---|---|
| 856 | City | 6289657 | EUROPEAN CLOTHING | 4574296 | none | ||
| 1071 | The Longboarder | 5807595 | SWIMSUITS, ITALIAN, SWIM SUIT, EUROPEAN CLOTHING | 4092234 | none | ||
| 1018 | Monalisa Vert | 4663937 | none | 2948576 | none | ||
| 1038 | Papaia | 2239009 | ONE PIECE, SWIMSUITS, ITALIAN, SWIM SUIT, EUROPEAN CLOTHING | 523648 | none | ||
| 995 | Laila | 2239009 | ONE PIECE, SWIMSUITS, ITALIAN, SWIM SUIT, EUROPEAN CLOTHING | 523648 | none | ||
| 862 | Cuba Cardi | 1715361 | SOEUR, EUROPEAN CLOTHING | 0 | none | ||
| 1003 | Madagascar Shirt | 0 | EUROPEAN CLOTHING | -1715361 | none | ||
| 879 | Devendra | -55278 | BAGS | -1770639 | none | ||
| 960 | Harry Trousers | -89641 | JEANS, SOEUR, EUROPEAN CLOTHING | -1805002 | none | ||
| 869 | Daosa T-shirt | -826931 | TOPS, EUROPEAN CLOTHING, OFF WHITE | -2542292 | SEQUINS |