Fold 4 - Understanding why coefficient 120307918 was selected
Tag: GOLD EMBROIDERY THREAD
Selected Coefficient: 120307918
Taxonomy Path: 3.2.1.7.3
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Clothing Sewing Materials > Sewing Notions & Fasteners
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 120307918 | 2.000002 | 3.2.1.7.3 | 3.7.1.2.3 (3*79^4 + 7*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Clothing Sewing Materials > Sewing Notions & Fasteners | Yes |
| 1464913538890 | 2.000002 | 3.2.1.2.6.2.6 | 6.2.6.2.1.2.3 (6*79^6 + 2*79^5 + 6*79^4 + 2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Crafting Fibers > Thread & Floss > Sewing Thread | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 2698 | 3.000000 | 12.34 | 34.12 (34*79 + 12) | No |
These are the training products that have the "GOLD EMBROIDERY THREAD" tag (processing sequence 3043). 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 |
|---|---|---|---|---|---|---|---|
| 20110 | Madeira Classic Rayon #12 : Color 920-1174 Red/Brown, Cinnamon Stick | 1464913538890 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Crafting Fibers > Thread & Floss > Sewing Thread | 920-1055, 920-1058, RED THREAD | 1464793230972 | none | |
| 19945 | Madeira Classic Rayon #12 : Color 920-1070 Gold/Beige, Tawny Tan | 120307918 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Clothing Sewing Materials > Sewing Notions & Fasteners | none | 0 | none | |
| 19943 | Madeira Classic Rayon #12 : Color 920-1058 Brown, Sienna | 2698 | 920-1055, 920-1058 | -120305220 | none | ||
| 19942 | Madeira Classic Rayon #12 : Color 920-1057 Brown, Caramel | 0 | 920-1055 | -120307918 | none |