Fold 4 - Understanding why coefficient 1417 was selected
Tag: 920-1055
Selected Coefficient: 1417
Taxonomy Path: 6.17
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1417 | 2.000000 | 6.17 | 17.6 (17*83 + 6) | Yes | |
| -1417 | 3.000000 | -6.17 | -17.6 (-(17*83 + 6)) | No | |
| 1969806222058 | 3.000000 | 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 "920-1055" tag (processing sequence 2892). 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 | 1969806222058 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Crafting Fibers > Thread & Floss > Sewing Thread | none | 1969806220641 | 920-1058, RED EMBROIDERY THREAD, RED THREAD | |
| 19942 | Madeira Classic Rayon #12 : Color 920-1057 Brown, Caramel | 1417 | none | 0 | none | ||
| 19943 | Madeira Classic Rayon #12 : Color 920-1058 Brown, Sienna | 1417 | none | 0 | 920-1058 | ||
| 19946 | Madeira Classic Rayon #12 : Color 920-1071 Beige, Baby's Breath | -1417 | GRAY EMBROIDERY THREAD, BROWN GREY EMBROIDERY THREAD | -2834 | ANTIQUE EMBROIDERY THREAD, 920-1058 |