Fold 4 - Understanding why coefficient 27640 was selected
Tag: OFF SHOULDER
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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 | 1.000290 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 62085 | 1.000290 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | No | |
| 4663937 | 1.000290 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "OFF SHOULDER" tag (processing sequence 4843). 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 |
|---|---|---|---|---|---|---|---|
| 31698 | Skull Printed T-shirts Off Shoulder Top | 4663937 | none | 4636297 | SKULL, CROP TOP | ||
| 14416 | FLORAL BREEZE JUMPSUIT | 62085 | none | 34445 | none | ||
| 29199 | Amatista Off the Shoulder Dress | 27640 | none | 0 | none | ||
| 32314 | Peach Knit Off Shoulder Wide Leg Jumpsuit | 0 | JUMPSUIT | -27640 | none |