Fold 0 - Understanding why coefficient -3472056 was selected
Tag: WORK DRESS
Selected Coefficient: -3472056
Taxonomy Path: -0.0.6.6
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -3472056 | 2.000000 | -0.0.6.6 | -6.6.0.0 (-(6*83^3 + 6*83^2)) | Yes | |
| -27640 | 2.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No | |
| 27640 | 2.000000 | 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 3682). 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 |
|---|---|---|---|---|---|---|---|
| 27892 | Chloe Knit Dress | 27640 | none | 3499696 | none | ||
| 27907 | Gloria (Nuirsing) | -27640 | LITTLE BLACK DRESS, HOLIDAY DRESS | 3444416 | none | ||
| 27908 | Cybelle Shirt Dress-Nursing | -3472056 | SHORT SLEEVE | 0 | none |