Fold 2 - Understanding why coefficient -77925377 was selected
Tag: CANVAS ART
Selected Coefficient: -77925377
Taxonomy Path: -14.3.4.0.2
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -77925377 | 3.000002 | -14.3.4.0.2 | -2.0.4.3.14 (-(2*79^4 + 4*79^2 + 3*79 + 14)) | Yes | |
| -78911455 | 3.000004 | -14.3.4.2.2 | -2.2.4.3.14 (-(2*79^4 + 2*79^3 + 4*79^2 + 3*79 + 14)) | No | |
| 0 | 4.000002 | 0 | 0 (0) | No | |
| 986078 | 4.000002 | 0.0.0.2 | 2.0.0.0 (2*79^3) | No | |
| -6402 | 5.000000 | -3.2.1 | -1.2.3 (-(6241 + 2*79 + 3)) | No |
These are the training products that have the "CANVAS ART" tag (processing sequence 918). 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 |
|---|---|---|---|---|---|---|---|
| 13996 | Beauty | 986078 | AUSTRALIAN MADE | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | PATTERN | |
| 14042 | Inside Out Palm | 0 | AUSTRALIAN MADE | 77925377 | none | ||
| 13993 | Infinity Beach Shell | -6402 | PRINT, AUSTRALIAN MADE | 77918975 | none | ||
| 14019 | Summer Holiday | -77925377 | PRINT, AUSTRALIAN MADE | 0 | none | ||
| 14046 | Island Life in Black | -77925377 | PRINT, AUSTRALIAN MADE | 0 | none | ||
| 14000 | Geisha Girl | -78911455 | PRINT, AUSTRALIAN MADE | -986078 | none |