Fold 2 - Understanding why coefficient 5186 was selected
Tag: FISHING ART
Selected Coefficient: 5186
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 14
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 5186 | 0.000000 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
These are the training products that have the "FISHING ART" tag (processing sequence 758). 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 |
|---|---|---|---|---|---|---|---|
| 5210 | Summer Cruising by David Higgingbottom, Carp Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5224 | Bass and Sandeels by David Miller, Fishing Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5233 | Striped Assasins by David Miller, Fishing Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5241 | Minnow Mayhem by David Miller, Pike and Predators | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5242 | Out of the Shadows by David Miller, Carp Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5252 | Mystical Common by David Miller, Carp Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5254 | Pike and Plug by David Miller, Fishing Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5262 | Moonlight by David Miller, Carp Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5264 | Three Kings by David Miller, Carp Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5268 | Searching by Peter Massey, Carp Fishing | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5269 | Twilght by David Miller, Carp Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5275 | Amongst the Snags by David Miller, Carp Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5276 | Two Mirrors by David Miller, Carp Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 5277 | Two Carp by Chris Turnbill, Carp Art | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none |