Fold 0 - Understanding why coefficient 27640 was selected
Tag: BOGO
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 2
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 | 1.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 15 | 4.000000 | 15 | 15 (15) | No |
These are the training products that have the "BOGO" tag (processing sequence 2691). 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 |
|---|---|---|---|---|---|---|---|
| 30519 | Basic Shoulder Cross Over Mini Dress - Orange | 27640 | none | 0 | none | ||
| 30520 | Basic Scoop Hem Dress - Taupe | 27640 | none | 0 | none | ||
| 30525 | Basic Maxi Tank Dress - Ibiza Blue | 27640 | none | 0 | none | ||
| 30526 | Basic Maxi Tank Dress - Black | 27640 | none | 0 | none | ||
| 15582 | Abstract Amaze Roll Up Lunch Bag | 15 | none | -27625 | NPD |