Fold 1 - Understanding why coefficient 62085 was selected
Tag: OFF SHOULDER
Selected Coefficient: 62085
Taxonomy Path: 1.1.9
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 62085 | 2.000290 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | Yes | |
| 27640 | 2.000435 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 5235724 | 2.000435 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "OFF SHOULDER" tag (processing sequence 4626). 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 |
|---|---|---|---|---|---|---|---|
| 27202 | Norma Kamali Drop Shoulder Top | 5235724 | none | 5173639 | SLEEVELESS TOP, ALL WOMEN CLOTHING | ||
| 14416 | FLORAL BREEZE JUMPSUIT | 62085 | none | 0 | none | ||
| 29228 | Mariana Multiway Shoulder Romper | 62085 | none | 0 | none | ||
| 29199 | Amatista Off the Shoulder Dress | 27640 | none | -34445 | none | ||
| 31751 | Cold Shoulder Long Sleeve Blouses | 0 | BLOUSE | -62085 | CROP TOP | ||
| 32314 | Peach Knit Off Shoulder Wide Leg Jumpsuit | 0 | JUMPSUIT | -62085 | none |