Fold 3 - Understanding why coefficient 6402 was selected
Tag: 80'S CULT CLASSIC'S SERIES
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 6402 | 0.000004 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 992480 | 0.000008 | 3.2.1.2 | 2.1.2.3 (2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | No |
| 429443371 | 0.000008 | 3.2.1.2.11 | 11.2.1.2.3 (11*79^4 + 2*79^3 + 6241 + 2*79 + 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 351). 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 | 429443371 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 429436969 | STICKER PACKS | |
| 4067 | The Forgotten Tribe | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 986078 | DIGITAL PRINTS | |
| 3961 | Back To 1491 | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS | |
| 4013 | Illegal Aliens | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS | |
| 4076 | The Rezsiders | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS | |
| 4096 | Windgo In London | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS |