Fold 4 - Understanding why coefficient -15 was selected
Tag: HAIR
Selected Coefficient: -15
Taxonomy Path: -15
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -15 | 3.000000 | -15 | -15 (-(15)) | Yes | |
| 2928878 | 3.000000 | 57.0.13.8 | 8.13.0.57 (8*71^3 + 13*71^2 + 57) | No | |
| 51181058 | 3.000000 | 69.67.70.0.2 | 2.0.70.67.69 (2*71^4 + 70*71^2 + 67*71 + 69) | No | |
| 55884752 | 3.000000 | 13.3.10.14.2 | 2.14.10.3.13 (2*71^4 + 14*71^3 + 10*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | No |
These are the training products that have the "HAIR" tag (processing sequence 2512). 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 |
|---|---|---|---|---|---|---|---|
| 1014 | Jamaican Black Castor Oil | 55884752 | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | none | 55884767 | none | |
| 3136 | Native Neem Organic Neem Oil | 51181058 | ORGANIC, PETS, REUSABLE | 51181073 | none | ||
| 7108 | BARN HAIR DON'T CARE TRUCKER MESH | 2928878 | MESH, CAP, GRAY, ADJUSTABLE, EMBROIDERED | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 7205 | I LOVE MY DOG TRUCKER MESH CAP | -15 | BLACK, MESH, CAP, GRAY, ADJUSTABLE, EMBROIDERED | 0 | none |