Fold 1 - Understanding why coefficient 146384530 was selected
Tag: CHRISTMAS EMBROIDERY THREAD
Selected Coefficient: 146384530
Taxonomy Path: 3.2.1.7.3
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 146384530 | 2.000002 | 3.2.1.7.3 | 3.7.1.2.3 (3*83^4 + 7*83^3 + 6889 + 2*83 + 3) | Yes | |
| 1969806222058 | 2.000003 | 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 |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 6 | 4.000000 | 6 | 6 (6) | No |
These are the training products that have the "CHRISTMAS EMBROIDERY THREAD" tag (processing sequence 5616). 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 |
|---|---|---|---|---|---|---|---|
| 19939 | Madeira Classic Rayon #12 : Color 920-1047 Green, Celadon | 1969806222058 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Crafting Fibers > Thread & Floss > Sewing Thread | none | 1969659837528 | none | |
| 20017 | Madeira Classic Rayon #12 : Color 920-1250 Green, Christmas Green | 146384530 | none | 0 | none | ||
| 20108 | Madeira Classic Rayon #12 : Color 920-1170 Green, Fern | 146384530 | none | 0 | none | ||
| 19940 | Madeira Classic Rayon #12 : Color 920-1051 Green, Bell Pepper | 6 | none | -146384524 | none | ||
| 20111 | Madeira Classic Rayon #12 : Color 920-1181 Red/Brown, Candy Apple Red | 0 | BROWN EMBROIDERY THREAD | -146384530 | none |