Fold 1 - Understanding why coefficient 24736272401 was selected
Tag: MASCARA
Selected Coefficient: 24736272401
Taxonomy Path: 13.3.2.6.3.8
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Mascaras
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 24736272401 | 0.000000 | 13.3.2.6.3.8 | 8.3.6.2.3.13 (8*79^5 + 3*79^4 + 6*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Mascaras | Yes |
These are the training products that have the "MASCARA" tag (processing sequence 1032). 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 |
|---|---|---|---|---|---|---|---|
| 3089 | Eco Minerals 100% Smooth Natural Mascara | 24736272401 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Mascaras | none | 0 | LASHES, EYES | |
| 16488 | GrandeFANATIC Fanning & Curling Mascara infused with Widelash™ Retail | 24736272401 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Mascaras | none | 0 | LASHES | |
| 16516 | HAWRYCH MD Eyelash Enhancing Mascara Retail | 24736272401 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Mascaras | none | 0 | LASHES, HAWRYCH RETAIL |