Fold 0 - Understanding why coefficient 1 was selected
Tag: ZOID DUAL FACE
Selected Coefficient: 1
Taxonomy Path: 1
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? |
|---|---|---|---|---|---|
| 1 | 0.012048 | 1 | 1 (1) | Yes | |
| 167 | 0.012048 | 1.2 | 2.1 (2*83 + 1) | No |
These are the training products that have the "ZOID DUAL FACE" tag (processing sequence 5124). 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 |
|---|---|---|---|---|---|---|---|
| 26116 | Dual Face/ Gold | 167 | none | 166 | none | ||
| 26114 | Dual Face/ Blue | 1 | none | 0 | none |