Fold 4 - Understanding why coefficient 64438245 was selected
Tag: DAVID-EDWARDS
Selected Coefficient: 64438245
Taxonomy Path: 78.77.54.51.1
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 64438245 | 4.012818 | 78.77.54.51.1 | 1.51.54.77.78 (38950081 + 51*79^3 + 54*79^2 + 77*79 + 78) | Yes | |
| 453939055 | 4.012819 | 78.77.54.51.11 | 11.51.54.77.78 (11*79^4 + 51*79^3 + 54*79^2 + 77*79 + 78) | No | |
| 65967290 | 4.013139 | 78.77.62.54.1 | 1.54.62.77.78 (38950081 + 54*79^3 + 62*79^2 + 77*79 + 78) | No | |
| -1585847 | 4.050633 | -1.8.17.3 | -3.17.8.1 (-(3*79^3 + 17*79^2 + 8*79 + 1)) | No | |
| 0 | 5.000160 | 0 | 0 (0) | No | |
| -542967 | 5.000481 | -0.0.8.1 | -1.8.0.0 (-(493039 + 8*79^2)) | No |
These are the training products that have the "DAVID-EDWARDS" tag (processing sequence 1179). 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 | 453939055 | CASUAL, AD, CLOTHING | 389500810 | FALL, LONG-SLEEVE | ||
| 11820 | Damon Leather Jacket | 65967290 | CASUAL, CLOTHING | 1529045 | FALL, LONG-SLEEVE | ||
| 11835 | Drew Wool Blend Bomber Jacket | 64438245 | CASUAL, AD, CLOTHING | 0 | FALL, LONG-SLEEVE | ||
| 11854 | Drew Bomber Jacket | 64438245 | CASUAL, AD, CLOTHING | 0 | FALL, LONG-SLEEVE | ||
| 11893 | Dwayne Slim Fit Chino Pants | 0 | CASUAL, 100-150, AD, CLOTHING, COTTON-BLEND | -64438245 | CHINO | ||
| 11857 | Dwayne Slim Fit Chino Pants | 0 | CASUAL, 100-150, AD, CLOTHING, COTTON-BLEND | -64438245 | CHINO | ||
| 11878 | Dwayne Slim Fit Chino Pants | 0 | CASUAL, 100-150, AD, CLOTHING, COTTON-BLEND | -64438245 | SAND, CHINO | ||
| 11845 | Donnie Turtleneck Sweater | -542967 | CASUAL, AD, COTTON-BLEND, CREAM | -64981212 | FALL, LONG-SLEEVE | ||
| 11858 | Desert One Chelsea Boots | -1585847 | SUEDE, AD, CASUAL-SHOES | -66024092 | FALL, SIZE-10 |