Fold 0 - Understanding why coefficient -9972645 was selected
Tag: 10 MENS
Selected Coefficient: -9972645
Taxonomy Path: -1.73.17.20
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -9972645 | 1.000160 | -1.73.17.20 | -20.17.73.1 (-(20*79^3 + 17*79^2 + 73*79 + 1)) | Yes | |
| -9966404 | 1.000160 | -1.73.16.20 | -20.16.73.1 (-(20*79^3 + 16*79^2 + 73*79 + 1)) | No | |
| -1540974 | 2.000000 | -0.72.9.3 | -3.9.72.0 (-(3*79^3 + 9*79^2 + 72*79)) | No |
These are the training products that have the "10 MENS" tag (processing sequence 231). 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 |
|---|---|---|---|---|---|---|---|
| 12036 | Men's Soho by Skuze Shoes | -1540974 | CHARCOAL | 8431671 | none | ||
| 12048 | Men's Del Marina by Skuze Shoes | -9966404 | NAVY, GREY | 6241 | none | ||
| 12037 | Men's Milano by Skuze Shoes | -9972645 | NAVY, GREY | 0 | none |