Fold 4 - Understanding why coefficient 54960704 was selected
Tag: CONDITIONER
Selected Coefficient: 54960704
Taxonomy Path: 13.3.10.13.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 54960704 | 1.000000 | 13.3.10.13.1 | 1.13.10.3.13 (47458321 + 13*83^3 + 10*83^2 + 3*83 + 13) | Yes | |
| 140659602 | 3.000000 | 0.0.0.80.2 | 2.80.0.0.0 (2*83^4 + 80*83^3) | No |
These are the training products that have the "CONDITIONER" tag (processing sequence 2928). 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 |
|---|---|---|---|---|---|---|---|
| 21023 | KEVIN.MURPHY Bedroom Hair 250ml | 140659602 | SHAMPOO | 85698898 | HAIR | ||
| 3097 | Global Soap Conditioner Bars | 54960704 | none | 0 | HAIR CARE | ||
| 16492 | GrandeHAIR Full Boost Conditioner Retail | 54960704 | none | 0 | HAIR CARE | ||
| 23090 | Mojo Hair Men’s Luxury Conditioner (200ml / 6.76fl.oz) | 54960704 | none | 0 | HAIR |