Fold 0 - 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: 5
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? |
|---|---|---|---|---|---|
| 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 |
| 9350990406 | 0.000000 | 13.3.2.6.3.3 | 3.3.6.2.3.13 (3*79^5 + 3*79^4 + 6*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Eyebrow Enhancers | No |
These are the training products that have the "MASCARA" tag (processing sequence 1954). 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 | |
| 16487 | GrandeDRAMA Mascara with Castor Oil Retail | 24736272401 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Mascaras | none | 0 | none | |
| 16503 | GrandeMASCARA Conditioning Peptide Mascara Retail | 24736272401 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Mascaras | none | 0 | none | |
| 16516 | HAWRYCH MD Eyelash Enhancing Mascara Retail | 24736272401 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Mascaras | none | 0 | LASHES, HAWRYCH RETAIL | |
| 10328 | Catrice Volume & Lift Brow Mascara Waterproof 020 Blonde | 9350990406 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Eyebrow Enhancers | none | -15385281995 | none |