Fold 3 - Understanding why coefficient -397 was selected
Tag: ESSENTIAL
Selected Coefficient: -397
Taxonomy Path: -2.5
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? |
|---|---|---|---|---|---|
| -397 | 1.000000 | -2.5 | -5.2 (-(5*79 + 2)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "ESSENTIAL" tag (processing sequence 3177). 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 |
|---|---|---|---|---|---|---|---|
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 0 | NEWBORNS | 397 | CRADLE CAP, INFANTS, MASSAGE, RELAXATION | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -397 | GAS | 0 | MASSAGE, RELAXATION |