Fold 4 - Understanding why coefficient 1504332 was selected
Tag: BORDERS
Selected Coefficient: 1504332
Taxonomy Path: 14.3.4.3
Taxonomy Name: Home & Garden > Decor > Artwork > Sculptures & Statues
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1504332 | 2.000000 | 14.3.4.3 | 3.4.3.14 (3*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Sculptures & Statues | Yes |
| 492485816644 | 2.000000 | 3.2.1.2.4.2.2 | 2.2.4.2.1.2.3 (2*79^6 + 2*79^5 + 4*79^4 + 2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Craft Shapes & Bases > Craft Wood & Shapes > Craft Wood Cutouts | No |
These are the training products that have the "BORDERS" tag (processing sequence 3009). 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 |
|---|---|---|---|---|---|---|---|
| 16561 | Moroccan Decorative Laser Cut Craft Wood Work Border Panel (B-003) | 492485816644 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Craft Shapes & Bases > Craft Wood & Shapes > Craft Wood Cutouts | none | 492484312312 | none | |
| 16767 | Moroccan Decorative Laser Cut Craft Wood Work Border Panel (B-008) | 492485816644 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Craft Shapes & Bases > Craft Wood & Shapes > Craft Wood Cutouts | none | 492484312312 | none | |
| 16563 | Moroccan Decorative Laser Cut Craft Wood Work Border Panel (B-005) | 1504332 | Home & Garden > Decor > Artwork > Sculptures & Statues | none | 0 | none | |
| 16773 | Moroccan Decorative Laser Cut Craft Wood Work Border Panel (B-013) | 1504332 | Home & Garden > Decor > Artwork > Sculptures & Statues | none | 0 | none |