Fold 0 - Understanding why coefficient -196678874 was selected
Tag: CHILDREN'S
Selected Coefficient: -196678874
Taxonomy Path: -0.0.72.3.5
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? |
|---|---|---|---|---|---|
| -196678874 | 0.000160 | -0.0.72.3.5 | -5.3.72.0.0 (-(5*79^4 + 3*79^3 + 72*79^2)) | Yes | |
| 0 | 0.000160 | 0 | 0 (0) | No |
These are the training products that have the "CHILDREN'S" tag (processing sequence 3145). 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 | FAIR TRADE | 196678874 | SLEEP | ||
| 3117 | Kiwiherb Children's Echinature (Organic) | -196678874 | IMMUNITY | 0 | none |