Fold 0 - Understanding why coefficient 195331144 was selected
Tag: NOINSURANCE
Selected Coefficient: 195331144
Taxonomy Path: 10.4.14.1.5
Taxonomy Name: Furniture > Cabinets & Storage > Vanities > Bathroom Vanities > Floating Vanities
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? |
|---|---|---|---|---|---|
| 195331144 | 0.000000 | 10.4.14.1.5 | 5.1.14.4.10 (5*79^4 + 493039 + 14*79^2 + 4*79 + 10) | Furniture > Cabinets & Storage > Vanities > Bathroom Vanities > Floating Vanities | Yes |
These are the training products that have the "NOINSURANCE" tag (processing sequence 1772). 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 |
|---|---|---|---|---|---|---|---|
| 13329 | ABS BALI Wall Hung Single Bowl Vanity Brown Oak 1500mm | 195331144 | Furniture > Cabinets & Storage > Vanities > Bathroom Vanities > Floating Vanities | none | 0 | none |