Fold 4 - Understanding why coefficient 13947 was selected
Tag: COLLECTIBLES
Selected Coefficient: 13947
Taxonomy Path: 3.2.2
Taxonomy Name:
Products with this tag: 20
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 13947 | 13.000000 | 3.2.2 | 2.2.3 (2*83^2 + 2*83 + 3) | Yes | |
| 0 | 14.000000 | 0 | 0 (0) | No | |
| 48085659 | 15.000002 | 24.5.8.1.1 | 1.1.8.5.24 (47458321 + 571787 + 8*83^2 + 5*83 + 24) | No | |
| 95543980 | 15.000002 | 24.5.8.1.2 | 2.1.8.5.24 (2*83^4 + 571787 + 8*83^2 + 5*83 + 24) | No | |
| 3486273 | 15.000007 | 24.5.8.6 | 6.8.5.24 (6*83^3 + 8*83^2 + 5*83 + 24) | No | |
| 206933 | 18.000000 | 14.3.30 | 30.3.14 (30*83^2 + 3*83 + 14) | No |
These are the training products that have the "COLLECTIBLES" tag (processing sequence 5488). 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 |
|---|---|---|---|---|---|---|---|
| 23781 | VCD SNOOPY 1957 Ver. | 95543980 | none | 95530033 | none | ||
| 23780 | VCD Casper Wendy | 48085659 | none | 48071712 | none | ||
| 23779 | VCD Atom Ant | 48085659 | none | 48071712 | none | ||
| 23550 | Muhammad Ali SFS | 48085659 | none | 48071712 | none | ||
| 5304 | LIVING DEAD DOLLS SILENT HILL 2 BUBBLE HEAD NURSE | 3486273 | none | 3472326 | none | ||
| 23631 | UNDERCOVER X P.A.M. SKULL & HAND LAMP - GOLD | 206933 | none | 192986 | none | ||
| 23555 | OFF THE RECORD X TOYS POTTERY SKY CHASER (GLASSES STAND) | 206933 | none | 192986 | none | ||
| 23535 | Mentor Sculpture - White | 13947 | none | 0 | none | ||
| 23529 | MECHASOUL MS-1 By Flab Slab, Clogtwo & Minishistudios | 13947 | none | 0 | none | ||
| 23532 | Mentor Sculpture - Beige | 13947 | none | 0 | none | ||
| 23533 | Mentor Sculpture - Black | 13947 | none | 0 | none | ||
| 23688 | THE DAILY FLASHER - YELLOW | 13947 | none | 0 | none | ||
| 23768 | THE DAILY FLASHER - GREEN | 13947 | none | 0 | none | ||
| 23770 | THE DAILY FLASHER - PINK | 13947 | none | 0 | none | ||
| 5120 | *IN STOCK* CUSTOM EDITION Prison Gallavich | 0 | FUNKO | -13947 | none | ||
| 5101 | *PRE ORDER* CUSTOM EDITION The Shield Vic Mackey | 0 | FUNKO | -13947 | none | ||
| 5095 | *PRE ORDER* CUSTOM EDITION The Shield Curtis Lemansky | 0 | FUNKO | -13947 | none | ||
| 5094 | *PRE ORDER* CUSTOM EDITION Wedding Gallavich | 0 | FUNKO | -13947 | none | ||
| 23416 | Mulholland Drive (Untitled #6), 2022 | 0 | CERAMIC | -13947 | none | ||
| 5230 | *PRE ORDER* CUSTOM EDITION Kane Hodder | 0 | FUNKO | -13947 | none |