Fold 4 - Understanding why coefficient -504834970807 was selected
Tag: CRUELTY FREE
Selected Coefficient: -504834970807
Taxonomy Path: -13.3.2.6.5.6.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -504834970807 | 2.000000 | -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)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "CRUELTY FREE" tag (processing sequence 3025). 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) | 0 | BABIES | 504834970807 | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lipsticks > Liquid Lipsticks | CHILDREN'S, FAIR TRADE, GAS, SLEEP | |
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | 0 | APPETITE | 504834970807 | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lipsticks > Liquid Lipsticks | WELL-BEING | |
| 14073 | Universal Gloss - Roxy | -504834970807 | HIGHLIGHT, MAKEUP | 0 | FAIRE | ||
| 14352 | Universal Gloss - Rain | -504834970807 | HIGHLIGHT, MAKEUP | 0 | FAIRE |