Fold 2 - Understanding why coefficient 68925524 was selected
Tag: DAVID-EDWARDS
Selected Coefficient: 68925524
Taxonomy Path: 78.77.62.60.1
Taxonomy Name:
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 68925524 | 5.012979 | 78.77.62.60.1 | 1.60.62.77.78 (38950081 + 60*79^3 + 62*79^2 + 77*79 + 78) | Yes | |
| 458426334 | 5.012979 | 78.77.62.60.11 | 11.60.62.77.78 (11*79^4 + 60*79^3 + 62*79^2 + 77*79 + 78) | No | |
| -5997681 | 5.013141 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| -4518564 | 5.013141 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | No | |
| -56802 | 5.063291 | -1.8.9 | -9.8.1 (-(9*79^2 + 8*79 + 1)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "DAVID-EDWARDS" tag (processing sequence 1171). 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 | 389500810 | none | ||
| 11854 | Drew Bomber Jacket | 68925524 | CASUAL, CLOTHING | 0 | none | ||
| 11835 | Drew Wool Blend Bomber Jacket | 68925524 | CASUAL, CLOTHING | 0 | none | ||
| 11857 | Dwayne Slim Fit Chino Pants | 0 | CASUAL, 100-150, CLOTHING, COTTON-BLEND | -68925524 | CHINO | ||
| 11893 | Dwayne Slim Fit Chino Pants | 0 | CASUAL, 100-150, CLOTHING, COTTON-BLEND | -68925524 | CHINO | ||
| 11843 | Dennis Slim Fit Plaid Pants | 0 | CASUAL, 100-150, CLOTHING, COTTON-BLEND | -68925524 | CHINO, PLAID | ||
| 11845 | Donnie Turtleneck Sweater | 0 | CASUAL, 50-100, COTTON-BLEND | -68925524 | none | ||
| 11878 | Dwayne Slim Fit Chino Pants | 0 | CASUAL, 100-150, CLOTHING, COTTON-BLEND | -68925524 | SAND, CHINO | ||
| 11858 | Desert One Chelsea Boots | -56802 | SUEDE, CASUAL-SHOES | -68982326 | SIZE-10 | ||
| 11861 | Don Slim Fit Dress Shirt | -4518564 | 50-100, CLOTHING | -73444088 | none | ||
| 11834 | Donnie Turtleneck Sweater | -5997681 | CASUAL, BLUE, 50-100, COTTON-BLEND | -74923205 | none |