Fold 3 - Understanding why coefficient -8067103 was selected
Tag: ROBE
Selected Coefficient: -8067103
Taxonomy Path: -1.1.9.14
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -8067103 | 1.000000 | -1.1.9.14 | -14.9.1.1 (-(14*83^3 + 9*83^2 + 83 + 1)) | Yes | |
| 27640 | 1.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "ROBE" tag (processing sequence 5092). 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 |
|---|---|---|---|---|---|---|---|
| 31537 | JULIANNE noir | 27640 | none | 8094743 | none | ||
| 18110 | Pajama Party Robe Gold Combo | -8067103 | SHOP ALL, KIMONOS | 0 | none |