Fold 2 - Understanding why coefficient -820 was selected
Tag: LUNA
Selected Coefficient: -820
Taxonomy Path: -30.10
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? |
|---|---|---|---|---|---|
| -820 | 1.000000 | -30.10 | -10.30 (-(10*79 + 30)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "LUNA" tag (processing sequence 3317). 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 |
|---|---|---|---|---|---|---|---|
| 14295 | Backless One Piece Sexy Thong Swimsuit | 0 | SWIMSUIT | 820 | none | ||
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | -820 | CARAMEL, CROSSBODY, HANDBAG | 0 | BAGS |