Fold 2 - Understanding why coefficient -397 was selected
Tag: CHILDREN'S
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 | |
| 83 | 1.000000 | 4.1 | 1.4 (79 + 4) | Baby & Toddler > Baby Bathing | No |
These are the training products that have the "CHILDREN'S" tag (processing sequence 3183). 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 | 83 | Baby & Toddler > Baby Bathing | none | 480 | Business & Industrial > Film & Television | none |
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -397 | GAS | 0 | none |