Fold 4 - Understanding why coefficient -196678874 was selected
Tag: CHILDREN'S
Selected Coefficient: -196678874
Taxonomy Path: -0.0.72.3.5
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? |
|---|---|---|---|---|---|
| -196678874 | 1.000000 | -0.0.72.3.5 | -5.3.72.0.0 (-(5*79^4 + 3*79^3 + 72*79^2)) | Yes | |
| 504834970807 | 1.000000 | 13.3.2.6.5.6.2 | 2.6.5.6.2.3.13 (2*79^6 + 6*79^5 + 5*79^4 + 6*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lipsticks > Liquid Lipsticks | No |
These are the training products that have the "CHILDREN'S" tag (processing sequence 3147). 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 |
|---|---|---|---|---|---|---|---|
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | 504834970807 | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lipsticks > Liquid Lipsticks | BABIES, CRUELTY FREE | 505031649681 | FAIR TRADE, GAS, SLEEP | |
| 3117 | Kiwiherb Children's Echinature (Organic) | -196678874 | IMMUNITY | 0 | none |