Fold 3 - Understanding why coefficient 117861536 was selected
Tag: HUMOR
Selected Coefficient: 117861536
Taxonomy Path: 14.3.4.2.3
Taxonomy Name: Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 117861536 | 1.000000 | 14.3.4.2.3 | 3.2.4.3.14 (3*79^4 + 2*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | Yes |
| 10441039 | 2.000000 | 4.77.13.21 | 21.13.77.4 (21*79^3 + 13*79^2 + 77*79 + 4) | No |
These are the training products that have the "HUMOR" tag (processing sequence 1720). 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 |
|---|---|---|---|---|---|---|---|
| 3899 | Welcome - Extend greetings to the technical, and not, for your home or office - Cooler | 117861536 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | none | 0 | none | |
| 3900 | Welcome - Extend greetings to the technical, and not, for your home or office - Warmer | 117861536 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | none | 0 | none | |
| 4164 | Computer Bug, "The Firefly" | 10441039 | COMPUTER BUG | -107420497 | none |