Fold 2 - Understanding why coefficient -914328922 was selected
Tag: NEWBORNS
Selected Coefficient: -914328922
Taxonomy Path: -9.2.6.22.19
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -914328922 | 2.000000 | -9.2.6.22.19 | -19.22.6.2.9 (-(19*83^4 + 22*83^3 + 6*83^2 + 2*83 + 9)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 898821438 | 2.000000 | 79.80.78.77.18 | 18.77.78.80.79 (18*83^4 + 77*83^3 + 78*83^2 + 80*83 + 79) | No |
These are the training products that have the "NEWBORNS" tag (processing sequence 6262). 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 |
|---|---|---|---|---|---|---|---|
| 3092 | First Light Crisis Support Oral Drops/ Spray | 898821438 | SOUL, BIRTH CARE | 1813150360 | none | ||
| 3082 | Absolute Essential Calm Birth (Organic) | 0 | DIFFUSION, FAIR TRADE, BIRTH CARE, GENTLE | 914328922 | none | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -914328922 | FAIR TRADE, NOURISHING, GENTLE | 0 | SLEEP, BABIES |