Fold 4 - Understanding why coefficient 1839447 was selected
Tag: DAVID-EDWARDS
Selected Coefficient: 1839447
Taxonomy Path: 1.1.18.3
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Crew Socks
Products with this tag: 11
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 1839447 | 6.000147 | 1.1.18.3 | 3.18.1.1 (3*83^3 + 18*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | Yes |
| 5270169 | 6.000150 | 1.1.18.9 | 9.18.1.1 (9*83^3 + 18*83^2 + 83 + 1) | No | |
| 661428 | 6.000581 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No | |
| 474583210 | 7.000147 | 0.0.0.0.10 | 10.0.0.0.0 (10*83^4) | No | |
| 0 | 7.000147 | 0 | 0 (0) | No | |
| -3430722 | 7.000149 | -0.0.0.6 | -6.0.0.0 (-(6*83^3)) | No | |
| -90859021 | 7.000435 | -0.0.75.75.1 | -1.75.75.0.0 (-(47458321 + 75*83^3 + 75*83^2)) | No | |
| -55777 | 9.000000 | -1.8.8 | -8.8.1 (-(8*83^2 + 8*83 + 1)) | No |
These are the training products that have the "DAVID-EDWARDS" tag (processing sequence 6574). 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 |
|---|---|---|---|---|---|---|---|
| 11892 | Dylan Racer Leather Jacket | 474583210 | SIZE-2X-LARGE, LONG-SLEEVE, SIZE-3X-LARGE | 472743763 | SIZE-X-LARGE | ||
| 11834 | Donnie Turtleneck Sweater | 5270169 | LONG-SLEEVE, TURTLENECK, COTTON-BLEND, SIZE-3X-LARGE | 3430722 | SIZE-X-LARGE | ||
| 11893 | Dwayne Slim Fit Chino Pants | 1839447 | Apparel & Accessories > Clothing > Socks > Crew Socks | CHINO, COTTON-BLEND | 0 | none | |
| 11857 | Dwayne Slim Fit Chino Pants | 1839447 | Apparel & Accessories > Clothing > Socks > Crew Socks | CHINO, COTTON-BLEND | 0 | none | |
| 11878 | Dwayne Slim Fit Chino Pants | 1839447 | Apparel & Accessories > Clothing > Socks > Crew Socks | CHINO, COTTON-BLEND | 0 | none | |
| 11861 | Don Slim Fit Dress Shirt | 661428 | LONG-SLEEVE | -1178019 | none | ||
| 11858 | Desert One Chelsea Boots | 0 | SIZE-7, SIZE-13, SIZE-11 | -1839447 | none | ||
| 11835 | Drew Wool Blend Bomber Jacket | -55777 | SIZE-2X-LARGE, LONG-SLEEVE, SIZE-3X-LARGE, BASEBALL | -1895224 | SIZE-X-LARGE | ||
| 11854 | Drew Bomber Jacket | -55777 | SIZE-2X-LARGE, LONG-SLEEVE, SIZE-3X-LARGE, BASEBALL | -1895224 | SIZE-X-LARGE | ||
| 11820 | Damon Leather Jacket | -3430722 | SIZE-2X-LARGE, LONG-SLEEVE | -5270169 | none | ||
| 11845 | Donnie Turtleneck Sweater | -90859021 | SIZE-2X-LARGE, LONG-SLEEVE, TURTLENECK, COTTON-BLEND, SIZE-3X-LARGE | -92698468 | SIZE-X-LARGE |