Fold 4 - Understanding why coefficient -7589216 was selected
Tag: CANVAS
Selected Coefficient: -7589216
Taxonomy Path: -2.2.31.15
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -7589216 | 4.000000 | -2.2.31.15 | -15.31.2.2 (-(15*79^3 + 31*79^2 + 2*79 + 2)) | Yes | |
| 78911455 | 4.000000 | 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 |
| -11614741 | 5.000000 | -3.3.44.23 | -23.44.3.3 (-(23*79^3 + 44*79^2 + 3*79 + 3)) | No | |
| 2002808 | 5.000000 | 0.72.4.4 | 4.4.72.0 (4*79^3 + 4*79^2 + 72*79) | No |
These are the training products that have the "CANVAS" tag (processing sequence 927). 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 |
|---|---|---|---|---|---|---|---|
| 5845 | Mech Love Not War, Garden Guardian - Matte Canvas, Stretched, 0.75" | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 86500671 | none | |
| 8152 | Winter (3 Pets) - Custom Pet Canvas | 78911455 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 86500671 | CATS, DOGS, FEMALE | |
| 7872 | Suspended | 2002808 | OIL, GREY, BLUE | 9592024 | none | ||
| 7870 | City Glow | -7589216 | GREEN, OIL, ORANGE, BLUE | 0 | none | ||
| 7871 | Roebling Suspension Bridge, Early Morning | -7589216 | WHITE, OIL, ORANGE, BLUE | 0 | HORIZONTAL | ||
| 7881 | 513 Migos | -11614741 | GREEN, WHITE, OIL, ORANGE, BLUE | -4025525 | HORIZONTAL |