Fold 4 - Understanding why coefficient -160793374 was selected
Tag: HAIR
Selected Coefficient: -160793374
Taxonomy Path: -13.3.10.10.4
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -160793374 | 1.000000 | -13.3.10.10.4 | -4.10.10.3.13 (-(4*79^4 + 10*79^3 + 10*79^2 + 3*79 + 13)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "HAIR" tag (processing sequence 2740). 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 |
|---|---|---|---|---|---|---|---|
| 16490 | GrandeHAIR Retail | 0 | GRANDE RETAIL | 160793374 | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Pomades & Waxes | none | |
| 23089 | Mojo Hair Defining Paste Strong Hold & Natural Matte Finish Luxury Fragrance Washes Out Easily (75ml / 64g / 2.53fl.oz) | -160793374 | STYLING, 75ML | 0 | none |