Fold 0 - Understanding why coefficient 822401784 was selected
Tag: PHOTOZYME RETAIL
Selected Coefficient: 822401784
Taxonomy Path: 13.3.2.9.21
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 822401784 | 1.000000 | 13.3.2.9.21 | 21.9.2.3.13 (21*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | Yes |
| 82350245 | 1.000000 | 13.3.2.9.2 | 2.9.2.3.13 (2*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Anti-Aging Skin Care | No |
| 393950893 | 1.000000 | 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 | No |
| 744501622 | 1.000000 | 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 | No |
| 783451703 | 1.000000 | 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 |
| 588701298 | 1.000000 | 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 |
| 82268953 | 7.000000 | 12.1.68.8.2 | 2.8.68.1.12 (2*79^4 + 8*79^3 + 68*79^2 + 79 + 12) | No |
These are the training products that have the "PHOTOZYME RETAIL" tag (processing sequence 4313). 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 |
|---|---|---|---|---|---|---|---|
| 16477 | Photozyme GFS PLUS Night Serum with .05% Retinol Retail | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 0 | none | |
| 16658 | Photozyme DNA Youth Recovery Facial Serum Retail | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 0 | none | |
| 16644 | Photozyme Ultra Rich DNA Facial Moisturizer Retail | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none | -38950081 | none | |
| 16520 | Photozyme iQuad Total Eye Therapy Retail | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | -77900162 | none | |
| 16473 | Photozyme BEYONDBloc Tinted Sunscreen SPF 30 - Retail | 588701298 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | none | -233700486 | none | |
| 16639 | Photozyme Omega 36 DNA Body Complex Retail | 393950893 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lotions & Moisturizers | none | -428450891 | none | |
| 16642 | Photozyme GFS Plus Night Serum with 1% Retinol Retail | 82350245 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Anti-Aging Skin Care | none | -740051539 | none | |
| 16643 | Photozyme MD Vitamin C+ E Ferulic Acid Lotion with DNA Repair | 82268953 | NEW PRODUCT | -740132831 | none |