Fold 0 - Understanding why coefficient 27640 was selected
Tag: ROBE
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
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? |
|---|---|---|---|---|---|
| 27640 | 1.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 2976132 | 1.000145 | 1.1.17.5 | 5.17.1.1 (5*83^3 + 17*83^2 + 83 + 1) | No | |
| -3403166 | 2.000000 | -0.0.79.5 | -5.79.0.0 (-(5*83^3 + 79*83^2)) | No |
These are the training products that have the "ROBE" tag (processing sequence 3622). 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 |
|---|---|---|---|---|---|---|---|
| 11278 | IT'S BEGINNING TO LOOK A LOT LIKE FUCK THIS [ KIMONO WAFFLE ROBE] | 2976132 | none | 2948492 | none | ||
| 31537 | JULIANNE noir | 27640 | none | 0 | none | ||
| 18110 | Pajama Party Robe Gold Combo | -3403166 | KIMONOS | -3430806 | SHOP ALL, ALL TOPS |