Fold 3 - Understanding why coefficient -189364681 was selected
Tag: NEWBORNS
Selected Coefficient: -189364681
Taxonomy Path: -22.3.6.68.4
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? |
|---|---|---|---|---|---|
| -189364681 | 1.000000 | -22.3.6.68.4 | -4.68.6.3.22 (-(4*79^4 + 68*79^3 + 6*79^2 + 3*79 + 22)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "NEWBORNS" tag (processing sequence 3367). 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 |
|---|---|---|---|---|---|---|---|
| 3082 | Absolute Essential Calm Birth (Organic) | 0 | DIFFUSION, FAIR TRADE, BIRTH CARE | 189364681 | BODY | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -189364681 | FAIR TRADE, NOURISHING | 0 | none |