Fold 4 - Understanding why coefficient -2040816 was selected
Tag: BABIES
Selected Coefficient: -2040816
Taxonomy Path: -9.0.11.4
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? |
|---|---|---|---|---|---|
| -2040816 | 1.000000 | -9.0.11.4 | -4.11.0.9 (-(4*79^3 + 11*79^2 + 9)) | Yes | |
| 250 | 1.000000 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
These are the training products that have the "BABIES" tag (processing sequence 738). 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 |
|---|---|---|---|---|---|---|---|
| 3098 | Global Soap Detox Skin Bar | 250 | Health & Beauty > Personal Care | none | 2041066 | BATHROOM, CHILDREN, CLEANSE | |
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -2040816 | ORGANIC | 0 | SLEEP |