Fold 0 - Understanding why coefficient -2363189 was selected
Tag: BIRTH CARE
Selected Coefficient: -2363189
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2363189 | 2.000000 | -13.3.11.4 | -4.11.3.13 (-(4*83^3 + 11*83^2 + 3*83 + 13)) | Yes | |
| 27386 | 3.000000 | 79.80.3 | 3.80.79 (3*83^2 + 80*83 + 79) | No | |
| 239530530 | 3.000000 | 0.0.76.3.5 | 5.3.76.0.0 (5*83^4 + 3*83^3 + 76*83^2) | No |
These are the training products that have the "BIRTH CARE" tag (processing sequence 4697). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 239530530 | CRADLE CAP, LIVER | 241893719 | HORMONE BALANCE | ||
| 3092 | First Light Crisis Support Oral Drops/ Spray | 27386 | SOUL | 2390575 | none | ||
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -2363189 | DIFFUSION, FAIR TRADE | 0 | none | ||
| 3082 | Absolute Essential Calm Birth (Organic) | -2363189 | DIFFUSION, FAIR TRADE | 0 | none |