Fold 3 - Understanding why coefficient 1485519 was selected
Tag: DUOS
Selected Coefficient: 1485519
Taxonomy Path: 3.2.1.3
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 1485519 | 4.000000 | 3.2.1.3 | 3.1.2.3 (3*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories | Yes |
| 14 | 6.000000 | 14 | 14 (14) | Home & Garden | No |
| 25 | 6.000000 | 25 | 25 (25) | Uncategorized | No |
These are the training products that have the "DUOS" tag (processing sequence 1254). 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 |
|---|---|---|---|---|---|---|---|
| 11848 | Gnome Crochet Stitch Markers - Toadstool + Gnome | 1485519 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories | none | 0 | none | |
| 11996 | Summer Stitch Markers - Daisy + Bee | 1485519 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories | none | 0 | none | |
| 11896 | Blue Flower + Hand Made Charm Stitch Markers | 1485519 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories | none | 0 | none | |
| 11899 | Christmas Lights Stitch Markers | Stocking Stuffer | 1485519 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories | none | 0 | none | |
| 11900 | Valentine's Day Stitch Markers - Rose + Filigree Heart | 25 | Uncategorized | none | -1485494 | none | |
| 11865 | Spring Stitch Markers - Bunny + Carrot | 25 | Uncategorized | none | -1485494 | none | |
| 11901 | Spring Stitch Markers - Cherry Blossom + Song Bird | 14 | Home & Garden | none | -1485505 | none | |
| 12012 | Winter Stitch Markers - Mitten + Snowflake | 14 | Home & Garden | none | -1485505 | none |