Fold 4 - Understanding why coefficient 167 was selected
Tag: SHE OAK
Selected Coefficient: 167
Taxonomy Path: 1.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 167 | 1.000000 | 1.2 | 2.1 (2*83 + 1) | Yes | |
| 4588429 | 1.000000 | 23.4.2.8 | 8.2.4.23 (8*83^3 + 2*83^2 + 4*83 + 23) | No |
These are the training products that have the "SHE OAK" tag (processing sequence 5087). 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 |
|---|---|---|---|---|---|---|---|
| 25056 | Hand-carved T-bar Handle Walking Stick | 4588429 | none | 4588262 | none | ||
| 25074 | Banksia Knob Handle Walking Stick | 167 | none | 0 | none |