Fold 1 - Understanding why coefficient 4092879011 was selected
Tag: SUV
Selected Coefficient: 4092879011
Taxonomy Path: 26.1.4.20.3.1
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? |
|---|---|---|---|---|---|
| 4092879011 | 1.000000 | 26.1.4.20.3.1 | 1.3.20.4.1.26 (3939040643 + 3*83^4 + 20*83^3 + 4*83^2 + 83 + 26) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SUV" tag (processing sequence 1417). 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 |
|---|---|---|---|---|---|---|---|
| 31490 | Nokian Hakkapeliitta R5 SUV XL 265/50-20 111R | 4092879011 | none | 0 | T-VINTERDEKK PIGGFRI | ||
| 31492 | Nokian Hakkapeliitta 10 SUV 275/65-18 116T | 4092879011 | none | 0 | none | ||
| 31573 | Nokian Hakkapeliitta 10 205/60-16 96T | 4092879011 | none | 0 | none | ||
| 31511 | Linglong Greenmax 4x4 225/65-17 102V | 0 | T-SOMMERDEKK | -4092879011 | none |