Fold 4 - Understanding why coefficient 571787 was selected
Tag: ALL WOMEN CLOTHING
Selected Coefficient: 571787
Taxonomy Path: 0.0.0.1
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? |
|---|---|---|---|---|---|
| 571787 | 1.000290 | 0.0.0.1 | 1.0.0.0 (571787) | Yes | |
| 3410055 | 1.000290 | 0.0.80.5 | 5.80.0.0 (5*83^3 + 80*83^2) | No | |
| 4023176 | 1.000290 | 0.0.3.7 | 7.3.0.0 (7*83^3 + 3*83^2) | No | |
| 6923529 | 3.000000 | 1.1.9.12 | 12.9.1.1 (12*83^3 + 9*83^2 + 83 + 1) | No |
These are the training products that have the "ALL WOMEN CLOTHING" tag (processing sequence 6699). 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 |
|---|---|---|---|---|---|---|---|
| 27196 | Norma Kamali Strapless Cut Out Jumpsuit | 6923529 | ALL-DESIGNERS | 6351742 | none | ||
| 27235 | RAINS Padded Nylon Bucket Hat | 4023176 | HATS, INSULATED | 3451389 | none | ||
| 27201 | Norma Kamali Sleeveless Sleeping Bag Vest | 3410055 | VESTS, ALL-DESIGNERS | 2838268 | none | ||
| 27137 | MA Turtleneck Mesh Top | 571787 | TURTLENECK | 0 | none |