Fold 3 - Understanding why coefficient 393950893 was selected
Tag: PHOTOZYME RETAIL
Selected Coefficient: 393950893
Taxonomy Path: 13.3.2.9.10
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Lotions & Moisturizers
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? |
|---|---|---|---|---|---|
| 393950893 | 2.000000 | 13.3.2.9.10 | 10.9.2.3.13 (10*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lotions & Moisturizers | Yes |
| 588701298 | 2.000000 | 13.3.2.9.15 | 15.9.2.3.13 (15*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | No |
| 783451703 | 2.000000 | 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 |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "PHOTOZYME RETAIL" tag (processing sequence 3883). 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 |
|---|---|---|---|---|---|---|---|
| 16644 | Photozyme Ultra Rich DNA Facial Moisturizer Retail | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none | 389500810 | none | |
| 16473 | Photozyme BEYONDBloc Tinted Sunscreen SPF 30 - Retail | 588701298 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | none | 194750405 | none | |
| 16639 | Photozyme Omega 36 DNA Body Complex Retail | 393950893 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lotions & Moisturizers | none | 0 | none | |
| 16520 | Photozyme iQuad Total Eye Therapy Retail | 0 | EYES | -393950893 | none | ||
| 16643 | Photozyme MD Vitamin C+ E Ferulic Acid Lotion with DNA Repair | 0 | NEW PRODUCT | -393950893 | none |