Fold 0 - Understanding why coefficient -3622357533 was selected
Tag: NATURAL SKINCARE/FACE & EYE CARE
Selected Coefficient: -3622357533
Taxonomy Path: -0.0.0.0.14.1
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -3622357533 | 0.000000 | -0.0.0.0.14.1 | -1.14.0.0.0.0 (-(3077056399 + 14*79^4)) | Yes | |
| 0 | 0.000000 | 0 | 0 (0) | No |
These are the training products that have the "NATURAL SKINCARE/FACE & EYE CARE" tag (processing sequence 3233). 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 |
|---|---|---|---|---|---|---|---|
| 6738 | Calendula Facial Cream | 0 | NATURAL SKINCARE/VEGAN PRODUCTS | 3622357533 | none | ||
| 6696 | Organic Calendula Lip Balm | -3622357533 | BALM & OIL | 0 | none |