Fold 1 - Understanding why coefficient 5186 was selected
Tag: 80'S CULT CLASSIC'S SERIES
Selected Coefficient: 5186
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 5186 | 0.000003 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 280249499 | 0.000020 | 3.2.1.2.11 | 11.2.1.2.3 (11*71^4 + 2*71^3 + 5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | No |
These are the training products that have the "80'S CULT CLASSIC'S SERIES" tag (processing sequence 169). 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 |
|---|---|---|---|---|---|---|---|
| 3956 | 80's Cult Classics Sticker Pack | 280249499 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 280244313 | STICKER PACKS | |
| 3961 | Back To 1491 | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS | |
| 3994 | Escape from Turtle Island | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS | |
| 4013 | Illegal Aliens | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS | |
| 4074 | The Red Road Warrior | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS | |
| 4076 | The Rezsiders | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS | |
| 4077 | Thomas Builds The Fire's Day Off | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS | |
| 4096 | Windgo In London | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS |