Fold 1 - Understanding why coefficient -1349 was selected
Tag: GOLD EMBROIDERY THREAD
Selected Coefficient: -1349
Taxonomy Path: -6.17
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -1349 | 3.000000 | -6.17 | -17.6 (-(17*79 + 6)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 120306569 | 5.000000 | 76.63.0.7.3 | 3.7.0.63.76 (3*79^4 + 7*79^3 + 63*79 + 76) | No |
These are the training products that have the "GOLD EMBROIDERY THREAD" tag (processing sequence 2296). 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 |
|---|---|---|---|---|---|---|---|
| 19945 | Madeira Classic Rayon #12 : Color 920-1070 Gold/Beige, Tawny Tan | 120306569 | GOLD THREAD | 120307918 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Clothing Sewing Materials > Sewing Notions & Fasteners | none | |
| 19943 | Madeira Classic Rayon #12 : Color 920-1058 Brown, Sienna | 0 | 920-1055, 920-1058, GOLD THREAD | 1349 | Business & Industrial > Manufacturing | none | |
| 20101 | Madeira Classic Rayon #12 : Color 920-1142 Brown/Beige, Peach Puff | 0 | 920-1055, 920-1058, GOLD THREAD | 1349 | Business & Industrial > Manufacturing | none | |
| 19941 | Madeira Classic Rayon #12 : Color 920-1055 Beige, Latte | -1349 | 920-1055, GOLD THREAD | 0 | none | ||
| 19942 | Madeira Classic Rayon #12 : Color 920-1057 Brown, Caramel | -1349 | 920-1055, GOLD THREAD | 0 | none | ||
| 20110 | Madeira Classic Rayon #12 : Color 920-1174 Red/Brown, Cinnamon Stick | -1349 | RED EMBROIDERY THREAD, 920-1055, 920-1058, GOLD THREAD | 0 | none |