Fold 3 - Understanding why coefficient -4588262 was selected
Tag: HUON PINE
Selected Coefficient: -4588262
Taxonomy Path: -22.2.2.8
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -4588262 | 2.000000 | -22.2.2.8 | -8.2.2.22 (-(8*83^3 + 2*83^2 + 2*83 + 22)) | Yes | |
| 7058 | 2.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No | |
| 40652916 | 2.000000 | 14.11.8.71 | 71.8.11.14 (71*83^3 + 8*83^2 + 11*83 + 14) | No |
These are the training products that have the "HUON PINE" tag (processing sequence 6241). 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 |
|---|---|---|---|---|---|---|---|
| 25082 | Tassie Huon Pine Pepper Mill | 40652916 | none | 45241178 | none | ||
| 25049 | Blue Butterfly Marquetry Box | 7058 | none | 4595320 | none | ||
| 25074 | Banksia Knob Handle Walking Stick | -4588262 | SHE OAK | 0 | none |