Fold 3 - Understanding why coefficient 1219521 was selected
Tag: WORK DRESS
Selected Coefficient: 1219521
Taxonomy Path: 2.2.11.2
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? |
|---|---|---|---|---|---|
| 1219521 | 1.000290 | 2.2.11.2 | 2.11.2.2 (2*83^3 + 11*83^2 + 2*83 + 2) | Yes | |
| 7013170 | 1.000290 | 2.2.22.12 | 12.22.2.2 (12*83^3 + 22*83^2 + 2*83 + 2) | No | |
| 8142966 | 1.000290 | 2.2.20.14 | 14.20.2.2 (14*83^3 + 20*83^2 + 2*83 + 2) | No | |
| 27640 | 3.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "WORK DRESS" tag (processing sequence 4953). 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 |
|---|---|---|---|---|---|---|---|
| 27908 | Cybelle Shirt Dress-Nursing | 8142966 | NURSING DRESS | 6923445 | none | ||
| 27903 | Tess Jumpsuit (Nursing Friendly) | 7013170 | NURSING DRESS | 5793649 | none | ||
| 27945 | Nora | 1219521 | FITTED DRESS | 0 | none | ||
| 27892 | Chloe Knit Dress | 27640 | none | -1191881 | none |