Fold 1 - Understanding why coefficient 1464913538890 was selected
Tag: 920-1133
Selected Coefficient: 1464913538890
Taxonomy Path: 3.2.1.2.6.2.6
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Crafting Fibers > Thread & Floss > Sewing Thread
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? |
|---|---|---|---|---|---|
| 1464913538890 | 1.000000 | 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 | Yes |
| 1349 | 2.000000 | 6.17 | 17.6 (17*79 + 6) | Business & Industrial > Manufacturing | No |
These are the training products that have the "920-1133" tag (processing sequence 2455). 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 |
|---|---|---|---|---|---|---|---|
| 20018 | Madeira Classic Rayon #12 : Color 920-1295 Blue/Green, Cyan | 1464913538890 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Crafting Fibers > Thread & Floss > Sewing Thread | none | 0 | none | |
| 20107 | Madeira Classic Rayon #12 : Color 920-1167 Blue, Blue Ink | 1464913538890 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Crafting Fibers > Thread & Floss > Sewing Thread | none | 0 | none | |
| 20104 | Madeira Classic Rayon #12 : Color 920-1153 Blue/Gray, Frosted Glass | 1349 | Business & Industrial > Manufacturing | none | -1464913537541 | none |