Fold 0 - Understanding why coefficient 518254 was selected
Tag: MANDALA TAPESTRY
Selected Coefficient: 518254
Taxonomy Path: 14.3.4.1
Taxonomy Name: Home & Garden > Decor > Artwork > Decorative Tapestries
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? |
|---|---|---|---|---|---|
| 518254 | 0.000160 | 14.3.4.1 | 1.4.3.14 (493039 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Decorative Tapestries | Yes |
| 355988 | 0.000320 | 14.3.57 | 57.3.14 (57*79^2 + 3*79 + 14) | Home & Garden > Decor > Rugs | No |
These are the training products that have the "MANDALA TAPESTRY" tag (processing sequence 1987). 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 |
|---|---|---|---|---|---|---|---|
| 14247 | Boho Mandala Tapestry Wall Hanging Witchcraft Wall Cloth | 518254 | Home & Garden > Decor > Artwork > Decorative Tapestries | none | 0 | none | |
| 14248 | Home Furnishing Bohemian Mandala Tapestry Wall Hanging Sandy | 518254 | Home & Garden > Decor > Artwork > Decorative Tapestries | none | 0 | none | |
| 14250 | Round Beach Mat Indian Mandala Tapestry Beach Hike Picnic | 355988 | Home & Garden > Decor > Rugs | none | -162266 | none |