Fold 0 - Understanding why coefficient 744501622 was selected
Tag: EYES
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: 5
Unique residual values tried: 4
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 | 2.000160 | 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 |
| 586904 | 2.000320 | 13.3.15.1 | 1.15.3.13 (493039 + 15*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | No |
| -24736272401 | 4.000000 | -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)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "EYES" tag (processing sequence 3489). 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 |
|---|---|---|---|---|---|---|---|
| 16509 | GrandeREVIVE Brightening Eye Crème with Wrinkle Defense | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 0 | none | |
| 16520 | Photozyme iQuad Total Eye Therapy Retail | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 0 | PHOTOZYME RETAIL | |
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | 586904 | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | none | -743914718 | SLEEP | |
| 11234 | Who Dat? | 0 | ATHLETIC | -744501622 | none | ||
| 3089 | Eco Minerals 100% Smooth Natural Mascara | -24736272401 | MASCARA, LASHES | -25480774023 | none |