Fold 1 - Understanding why coefficient 1805002 was selected
Tag: KIMONOS
Selected Coefficient: 1805002
Taxonomy Path: 1.1.13.3
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1805002 | 1.000003 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 6379298 | 1.000003 | 1.1.13.11 | 11.13.1.1 (11*83^3 + 13*83^2 + 83 + 1) | No | |
| -4663937 | 4.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No |
These are the training products that have the "KIMONOS" tag (processing sequence 5679). 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 |
|---|---|---|---|---|---|---|---|
| 1438 | Lightweight American Flag Design Kimono | 6379298 | none | 4574296 | none | ||
| 1448 | Lightweight Tie Dyed Print Kimono | 6379298 | none | 4574296 | WEARABLES | ||
| 1447 | Lightweight Solid Duster Kimono with Long Stripe Print | 1805002 | none | 0 | WEARABLES | ||
| 9596 | Walk Through It Light Pink Kimono | 1805002 | none | 0 | LAYERS | ||
| 18110 | Pajama Party Robe Gold Combo | -4663937 | ROBE, SHOP ALL | -6468939 | BLACKFRI2022 |