Fold 4 - Understanding why coefficient 195620306 was selected
Tag: STYLING
Selected Coefficient: 195620306
Taxonomy Path: 13.3.10.10.4
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 195620306 | 0.000000 | 13.3.10.10.4 | 4.10.10.3.13 (4*83^4 + 10*83^3 + 10*83^2 + 3*83 + 13) | Yes |
These are the training products that have the "STYLING" tag (processing sequence 2131). 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 |
|---|---|---|---|---|---|---|---|
| 23089 | Mojo Hair Defining Paste Strong Hold & Natural Matte Finish Luxury Fragrance Washes Out Easily (75ml / 64g / 2.53fl.oz) | 195620306 | none | 0 | 75ML, HAIR |