Fold 0 - Understanding why coefficient 1417 was selected
Tag: 2200
Selected Coefficient: 1417
Taxonomy Path: 6.17
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1417 | 1.000000 | 6.17 | 17.6 (17*83 + 6) | Yes | |
| 1969806222058 | 4.000000 | 3.2.1.2.6.2.6 | 6.2.6.2.1.2.3 (6*83^6 + 2*83^5 + 6*83^4 + 2*83^3 + 6889 + 2*83 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Crafting Fibers > Thread & Floss > Sewing Thread | No |
These are the training products that have the "2200" tag (processing sequence 2664). 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 |
|---|---|---|---|---|---|---|---|
| 19929 | Madeira Classic Rayon #12 : Color 920-1021 Brown/Orange, Rust | 1969806222058 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Crafting Fibers > Thread & Floss > Sewing Thread | none | 1969806220641 | none | |
| 19930 | Madeira Classic Rayon #12 : Color 920-1023 Yellow, Lemon | 1417 | none | 0 | none | ||
| 19931 | Madeira Classic Rayon #12 : Color 920-1024 Orange, Gold Rush | 1417 | none | 0 | none | ||
| 20100 | Madeira Classic Rayon #12 : Color 920-1137 Gold, Citrus Burst | 1417 | none | 0 | none | ||
| 20109 | Madeira Classic Rayon #12 : Color 920-1172 Gold, Egg Yolk | 1417 | none | 0 | none |