Fold 1 - Understanding why coefficient 48085659 was selected
Tag: POP!
Selected Coefficient: 48085659
Taxonomy Path: 24.5.8.1.1
Taxonomy Name:
Products with this tag: 21
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? |
|---|---|---|---|---|---|
| 48085659 | 0.000000 | 24.5.8.1.1 | 1.1.8.5.24 (47458321 + 571787 + 8*83^2 + 5*83 + 24) | Yes |
These are the training products that have the "POP!" tag (processing sequence 63). 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 |
|---|---|---|---|---|---|---|---|
| 5266 | JOHN LENNON PSYCHEDELIC ENTERTAINMENT EARTH EXCLUSIVE | 48085659 | none | 0 | none | ||
| 5281 | POP MARVEL THE ETERNALS DANE WHITMAN | 48085659 | none | 0 | none | ||
| 5287 | POP DISNEY MONSTERS INC BOO W/ HOOD UP | 48085659 | none | 0 | none | ||
| 5288 | POP HOLIDAY PEPPERMINT LANE BJORN CRANMORE | 48085659 | none | 0 | none | ||
| 5314 | POP ANIME MY HERO ACADEMIA SIR NIGHTEYE | 48085659 | none | 0 | none | ||
| 5344 | POP KEYCHAIN MARVEL ETERNALS IKARIS | 48085659 | none | 0 | none | ||
| 5396 | POP STAR WARS FENNEC SHAND | 48085659 | none | 0 | none | ||
| 5413 | POP MARVEL WHAT IF ZOMBIE SCARLET WITCH | 48085659 | none | 0 | none | ||
| 5414 | POP BOXING RYAN GARCIA | 48085659 | none | 0 | none | ||
| 5429 | POP DC WONDER WOMAN CLASSIC WITH CAPE | 48085659 | none | 0 | none | ||
| 5439 | POP HOLIDAY MARVEL IRON MAN | 48085659 | none | 0 | none | ||
| 5452 | POP MARVEL THE ETERNALS DRUIG | 48085659 | none | 0 | none | ||
| 5461 | POP ANIME FIRE FORCE MAKI | 48085659 | none | 0 | none | ||
| 5471 | POP SAMURAI JACK DA SAMURAI | 48085659 | none | 0 | none | ||
| 5472 | POP SAMURAI JACK ARMORED JACK | 48085659 | none | 0 | none | ||
| 5503 | POP ARTIST SERIES MARVEL THE HULK | 48085659 | none | 0 | none | ||
| 5504 | POP WITH PURPOSE SPONGEBOB | 48085659 | none | 0 | none | ||
| 5524 | POP HORROR MICHAEL MYERS NEW POSE | 48085659 | none | 0 | none | ||
| 5542 | POP TV THE OFFICE DWIGHT PUMPKINHEAD | 48085659 | none | 0 | none | ||
| 5559 | POP ADVENTURE TIME LUMPY SPACE PRINCESS | 48085659 | none | 0 | none | ||
| 5589 | POP NBA MASCOTS PHOENIX GO-RILLA | 48085659 | none | 0 | none |