Fold 2 - Understanding why coefficient -18903 was selected
Tag: PATTERN
Selected Coefficient: -18903
Taxonomy Path: -22.2.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -18903 | 2.000000 | -22.2.3 | -3.2.22 (-(3*79^2 + 2*79 + 22)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 78911455 | 2.000000 | 14.3.4.2.2 | 2.2.4.3.14 (2*79^4 + 2*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | No |
These are the training products that have the "PATTERN" tag (processing sequence 2273). 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 | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | AUSTRALIAN MADE, CANVAS ART | 78930358 | none | |
| 11331 | Coachillin' | 0 | PINK, ATHLETIC | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | |
| 14048 | Desire | -18903 | AUSTRALIAN MADE, FLOWER | 0 | none |