Fold 1 - Understanding why coefficient -1529045 was selected
Tag: DAVID-EDWARDS
Selected Coefficient: -1529045
Taxonomy Path: -0.0.8.3
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| -1529045 | 3.013299 | -0.0.8.3 | -3.8.0.0 (-(3*79^3 + 8*79^2)) | Yes | |
| 0 | 3.013299 | 0 | 0 (0) | No | |
| 73394160 | 3.013299 | 0.0.68.69.1 | 1.69.68.0.0 (38950081 + 69*79^3 + 68*79^2) | No | |
| 462894970 | 3.013299 | 0.0.68.69.11 | 11.69.68.0.0 (11*79^4 + 69*79^3 + 68*79^2) | No | |
| 4411834 | 3.075949 | 0.72.74.8 | 8.74.72.0 (8*79^3 + 74*79^2 + 72*79) | No | |
| 68925524 | 8.000160 | 78.77.62.60.1 | 1.60.62.77.78 (38950081 + 60*79^3 + 62*79^2 + 77*79 + 78) | No | |
| -5997681 | 8.000160 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| -8544089 | 9.000000 | -2.2.26.17 | -17.26.2.2 (-(17*79^3 + 26*79^2 + 2*79 + 2)) | No |
These are the training products that have the "DAVID-EDWARDS" tag (processing sequence 1170). 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 | 462894970 | CASUAL, AD, CLOTHING | 464424015 | SIZE-2X-LARGE | ||
| 11854 | Drew Bomber Jacket | 73394160 | CASUAL, AD, CLOTHING | 74923205 | SIZE-2X-LARGE | ||
| 11820 | Damon Leather Jacket | 68925524 | CASUAL, CLOTHING | 70454569 | SIZE-2X-LARGE | ||
| 11858 | Desert One Chelsea Boots | 4411834 | SUEDE, AD, CASUAL-SHOES | 5940879 | SIZE-10, SIZE-7 | ||
| 11878 | Dwayne Slim Fit Chino Pants | 0 | CASUAL, 100-150, AD, CLOTHING, COTTON-BLEND | 1529045 | SAND | ||
| 11893 | Dwayne Slim Fit Chino Pants | 0 | CASUAL, 100-150, AD, CLOTHING, COTTON-BLEND | 1529045 | none | ||
| 11845 | Donnie Turtleneck Sweater | -1529045 | CASUAL, 50-100, AD, COTTON-BLEND, CREAM | 0 | SIZE-2X-LARGE | ||
| 11834 | Donnie Turtleneck Sweater | -1529045 | CASUAL, BLUE, 50-100, AD, COTTON-BLEND | 0 | none | ||
| 11843 | Dennis Slim Fit Plaid Pants | -5997681 | CASUAL, 100-150, AD, BEIGE, CLOTHING, COTTON-BLEND | -4468636 | PATTERNED, PLAID | ||
| 11861 | Don Slim Fit Dress Shirt | -8544089 | 50-100, CLOTHING, COTTON | -7015044 | none |