Fold 2 - Understanding why coefficient 51559575 was selected
Tag: CANVAS
Selected Coefficient: 51559575
Taxonomy Path: 14.3.4.2.2
Taxonomy Name: Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 51559575 | 2.000000 | 14.3.4.2.2 | 2.2.4.3.14 (2*71^4 + 2*71^3 + 4*71^2 + 3*71 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | Yes |
| 2173027 | 3.000000 | 1.5.5.6 | 6.5.5.1 (6*71^3 + 5*71^2 + 5*71 + 1) | No | |
| 10894101 | 3.000000 | 3.7.31.30 | 30.31.7.3 (30*71^3 + 31*71^2 + 7*71 + 3) | No |
These are the training products that have the "CANVAS" tag (processing sequence 171). 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" | 51559575 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 0 | none | |
| 8152 | Winter (3 Pets) - Custom Pet Canvas | 51559575 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Prints | none | 0 | none | |
| 7871 | Roebling Suspension Bridge, Early Morning | 10894101 | BLACK, BLUE, WHITE, PURPLE, OIL, YELLOW, ORANGE | -40665474 | HORIZONTAL | ||
| 7870 | City Glow | 2173027 | BLACK, BLUE, GREEN, OIL, YELLOW, ORANGE | -49386548 | BRIGHT COLORS, SQUARE |