Fold 1 - Understanding why coefficient 249361389528 was selected
Tag: EYESHADOW
Selected Coefficient: 249361389528
Taxonomy Path: 13.3.2.6.3.2.1
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Eye Shadows > Eye Shadow Palettes
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 249361389528 | 0.000002 | 13.3.2.6.3.2.1 | 1.2.3.6.2.3.13 (243087455521 + 2*79^5 + 3*79^4 + 6*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Eye Shadows > Eye Shadow Palettes | Yes |
| 1491849 | 0.000004 | 13.3.2.3 | 3.2.3.13 (3*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Cosmetic Sets | No |
These are the training products that have the "EYESHADOW" tag (processing sequence 2518). 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 |
|---|---|---|---|---|---|---|---|
| 8055 | SIGMA IVY- Eyeshadow Palette | 249361389528 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Eye Shadows > Eye Shadow Palettes | none | 0 | none | |
| 8058 | SIGMA SPICY- Eyeshadow Palette | 249361389528 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Eye Shadows > Eye Shadow Palettes | none | 0 | none | |
| 21055 | Modelrock Graffiti Collection Bundle | 1491849 | Health & Beauty > Personal Care > Cosmetics > Cosmetic Sets | none | -249359897679 | GIFT PACK |