Fold 0 - Understanding why coefficient -214487 was selected
Tag: ENTERTAINER
Selected Coefficient: -214487
Taxonomy Path: -15.11.31
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? |
|---|---|---|---|---|---|
| -214487 | 4.000000 | -15.11.31 | -31.11.15 (-(31*83^2 + 11*83 + 15)) | Yes | |
| -172488 | 4.000000 | -14.3.25 | -25.3.14 (-(25*83^2 + 3*83 + 14)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 11 | 4.000000 | 11 | 11 (11) | No | |
| 4644113 | 4.000000 | 14.11.10.8 | 8.10.11.14 (8*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "ENTERTAINER" tag (processing sequence 5626). 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 |
|---|---|---|---|---|---|---|---|
| 31237 | Watermarks Coaster Set | 4644113 | none | 4858600 | none | ||
| 31276 | Gift card | 11 | none | 214498 | none | ||
| 31231 | Tennis Time Coaster Set | 0 | GIFTWRAP | 214487 | none | ||
| 31328 | Honeycomb Lucite Tray | -172488 | FALL NEUTRALS, TRAY | 41999 | none | ||
| 31318 | Greta Lucite Tray | -214487 | FALL NEUTRALS, TRAY, SANDAL | 0 | none |