Fold 4 - Understanding why coefficient -55029 was selected
Tag: OS
Selected Coefficient: -55029
Taxonomy Path: -0.82.7
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -55029 | 3.012048 | -0.82.7 | -7.82.0 (-(7*83^2 + 82*83)) | Yes | |
| 0 | 3.012048 | 0 | 0 (0) | No | |
| -220610 | 4.000000 | -79.1.32 | -32.1.79 (-(32*83^2 + 83 + 79)) | No | |
| 262 | 4.000000 | 13.3 | 3.13 (3*83 + 13) | No | |
| 1094 | 4.000000 | 15.13 | 13.15 (13*83 + 15) | No |
These are the training products that have the "OS" tag (processing sequence 6967). 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 | 56123 | none | ||
| 31732 | PM2.5 filter (pack of 10) | 262 | none | 55291 | none | ||
| 31704 | Candy Crush (Lavender) Mask1.0 | 0 | CANDY CRUSH | 55029 | none | ||
| 24375 | Bel One Cappa Mix, Shocking Pink/Light Pink | -55029 | BAGS | 0 | none | ||
| 31728 | CJW x ALIBI NYC inside kit | candy crush headband + sandalwood & smoke candle | -220610 | CANDY CRUSH | -165581 | none |