Fold 0 - Understanding why coefficient -158764799 was selected
Tag: MATERNITY
Selected Coefficient: -158764799
Taxonomy Path: -0.0.1.6.4
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? |
|---|---|---|---|---|---|
| -158764799 | 1.000000 | -0.0.1.6.4 | -4.6.1.0.0 (-(4*79^4 + 6*79^3 + 6241)) | Yes | |
| -2041057 | 1.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No |
These are the training products that have the "MATERNITY" tag (processing sequence 3313). 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) | -2041057 | DIFFUSION, FAIR TRADE | 156723742 | OILS, GENTLE | ||
| 3092 | First Light Crisis Support Oral Drops/ Spray | -158764799 | HERBAL | 0 | none |