Fold 3 - Understanding why coefficient 54960704 was selected
Tag: HAIR CARE. HAIR CARE: CONDITIONER
Selected Coefficient: 54960704
Taxonomy Path: 13.3.10.13.1
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 54960704 | 1.000002 | 13.3.10.13.1 | 1.13.10.3.13 (47458321 + 13*83^3 + 10*83^2 + 3*83 + 13) | Yes | |
| 149877346 | 1.000002 | 13.3.10.13.3 | 3.13.10.3.13 (3*83^4 + 13*83^3 + 10*83^2 + 3*83 + 13) | No | |
| 102419025 | 1.000002 | 13.3.10.13.2 | 2.13.10.3.13 (2*83^4 + 13*83^3 + 10*83^2 + 3*83 + 13) | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo & Conditioner Sets | No |
| 55532491 | 1.000009 | 13.3.10.14.1 | 1.14.10.3.13 (47458321 + 14*83^3 + 10*83^2 + 3*83 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Masks | No |
| -47458321 | 6.000000 | -0.0.0.0.1 | -1.0.0.0.0 (-(47458321)) | No |
These are the training products that have the "HAIR CARE. HAIR CARE: CONDITIONER" tag (processing sequence 4202). 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 |
|---|---|---|---|---|---|---|---|
| 12242 | Biolage 3 Butter Control System Shampoo For Unruly Hair 13.5 Fl Oz | 149877346 | none | 94916642 | none | ||
| 12294 | Keratin Complex Smoothing Keratin Care Shampoo and Conditioner 13.5 oz Duo | 102419025 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo & Conditioner Sets | none | 47458321 | none | |
| 12263 | Amika Soulfood Nourishing Mask 8.5 Oz | 55532491 | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Masks | none | 571787 | none | |
| 12230 | Matrix Biolage Smooth Proof Conditioner 13.5 oz | 54960704 | none | 0 | none | ||
| 12292 | Kerastase Elixir Ultime Le Fondant Conditioner 6.8 oz | 54960704 | none | 0 | none | ||
| 12353 | Big Sexy Sulfate Free Volumizing Conditioner 33.8 oz | 54960704 | none | 0 | none | ||
| 12249 | Matrix Biolage Ultra Hydra Source Conditioning Balm 13.5 fl Oz | -47458321 | MOISTURIZING SHAMPOO AND CONDITIONER | -102419025 | none |