Fold 3 - Understanding why coefficient -4468636 was selected
Tag: DAVID-EDWARDS
Selected Coefficient: -4468636
Taxonomy Path: -1.1.5.9
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -4468636 | 5.000320 | -1.1.5.9 | -9.5.1.1 (-(9*79^3 + 5*79^2 + 79 + 1)) | Yes | |
| 458426334 | 5.000481 | 78.77.62.60.11 | 11.60.62.77.78 (11*79^4 + 60*79^3 + 62*79^2 + 77*79 + 78) | No | |
| 68925524 | 5.000481 | 78.77.62.60.1 | 1.60.62.77.78 (38950081 + 60*79^3 + 62*79^2 + 77*79 + 78) | No | |
| -1972156 | 6.012660 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | No | |
| -493039 | 6.012662 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No | |
| -31758 | 6.037975 | -0.7.5 | -5.7.0 (-(5*79^2 + 7*79)) | No | |
| 68900480 | 9.000000 | 77.76.58.60.1 | 1.60.58.76.77 (38950081 + 60*79^3 + 58*79^2 + 76*79 + 77) | No |
These are the training products that have the "DAVID-EDWARDS" tag (processing sequence 1175). 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 | 458426334 | CASUAL, CLOTHING | 462894970 | FALL, SIZE-2X-LARGE, SIZE-3X-LARGE | ||
| 11820 | Damon Leather Jacket | 68925524 | CASUAL, CLOTHING | 73394160 | FALL, SIZE-2X-LARGE | ||
| 11835 | Drew Wool Blend Bomber Jacket | 68900480 | CASUAL, BROWN, CLOTHING | 73369116 | FALL, SIZE-2X-LARGE, SIZE-3X-LARGE | ||
| 11858 | Desert One Chelsea Boots | -31758 | SUEDE, CASUAL-SHOES | 4436878 | FALL, SIZE-10, SIZE-7 | ||
| 11861 | Don Slim Fit Dress Shirt | -493039 | CLOTHING | 3975597 | none | ||
| 11845 | Donnie Turtleneck Sweater | -1972156 | CASUAL, COTTON-BLEND, CREAM | 2496480 | FALL, SIZE-2X-LARGE, SIZE-3X-LARGE | ||
| 11834 | Donnie Turtleneck Sweater | -1972156 | CASUAL, BLUE, COTTON-BLEND | 2496480 | FALL, SIZE-3X-LARGE | ||
| 11857 | Dwayne Slim Fit Chino Pants | -4468636 | CASUAL, 100-150, CLOTHING, COTTON-BLEND | 0 | none | ||
| 11843 | Dennis Slim Fit Plaid Pants | -4468636 | CASUAL, 100-150, CLOTHING, COTTON-BLEND | 0 | PATTERNED, PLAID | ||
| 11878 | Dwayne Slim Fit Chino Pants | -4468636 | CASUAL, 100-150, CLOTHING, COTTON-BLEND | 0 | none |