Fold 3 - Understanding why coefficient -205819357 was selected
Tag: HAIR
Selected Coefficient: -205819357
Taxonomy Path: -13.5.4.7.8
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -205819357 | 2.000000 | -13.5.4.7.8 | -8.7.4.5.13 (-(8*71^4 + 7*71^3 + 4*71^2 + 5*71 + 13)) | Yes | |
| 54397431 | 2.000000 | 0.0.70.9.2 | 2.9.70.0.0 (2*71^4 + 9*71^3 + 70*71^2) | No | |
| 55884752 | 2.000000 | 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 828). 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 | 261704109 | none | |
| 3136 | Native Neem Organic Neem Oil | 54397431 | ORGANIC | 260216788 | PETS | ||
| 3107 | Green Trading Organic Amla Capsules - 500mg | -205819357 | ORGANIC, ANTI-AGEING | 0 | none |