Fold 1 - Understanding why coefficient -250 was selected
Tag: BACK PAIN
Selected Coefficient: -250
Taxonomy Path: -13.3
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -250 | 0.000000 | -13.3 | -3.13 (-(3*79 + 13)) | Yes |
These are the training products that have the "BACK PAIN" tag (processing sequence 726). 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 |
|---|---|---|---|---|---|---|---|
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -250 | ORGANIC, BABIES | 0 | MOTHERS |