Fold 1 - Understanding why coefficient 744501622 was selected
Tag: FINE LINES
Selected Coefficient: 744501622
Taxonomy Path: 13.3.2.9.19
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams
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? |
|---|---|---|---|---|---|
| 744501622 | 0.000000 | 13.3.2.9.19 | 19.9.2.3.13 (19*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | Yes |
| 783451703 | 0.000000 | 13.3.2.9.20 | 20.9.2.3.13 (20*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | No |
These are the training products that have the "FINE LINES" tag (processing sequence 3131). 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 |
|---|---|---|---|---|---|---|---|
| 13692 | Intensive Balm with Marshmallow & Frangipani | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none | 38950081 | none | |
| 13699 | Eye Serum with Rose & Starflower | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 0 | none |