Fold 2 - Understanding why coefficient 845 was selected
Tag: OS
Selected Coefficient: 845
Taxonomy Path: 15.10
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 845 | 2.012048 | 15.10 | 10.15 (10*83 + 15) | Yes | |
| 1094 | 2.012048 | 15.13 | 13.15 (13*83 + 15) | No | |
| -220610 | 3.000000 | -79.1.32 | -32.1.79 (-(32*83^2 + 83 + 79)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "OS" tag (processing sequence 6730). 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 |
|---|---|---|---|---|---|---|---|
| 12210 | Casually Jelly Tote Bag | 1094 | none | 249 | none | ||
| 24375 | Bel One Cappa Mix, Shocking Pink/Light Pink | 845 | none | 0 | BAGS | ||
| 31704 | Candy Crush (Lavender) Mask1.0 | 0 | CANDY CRUSH | -845 | none | ||
| 31728 | CJW x ALIBI NYC inside kit | candy crush headband + sandalwood & smoke candle | -220610 | CANDY CRUSH | -221455 | none |