Fold 1 - Understanding why coefficient 505682 was selected
Tag: LEONARD NIMOY'S PERSONAL COLLECTION
Selected Coefficient: 505682
Taxonomy Path: 3.2.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 505682 | 1.000000 | 3.2.2.1 | 1.2.2.3 (493039 + 2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "LEONARD NIMOY'S PERSONAL COLLECTION" tag (processing sequence 2325). 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 |
|---|---|---|---|---|---|---|---|
| 18229 | Star Trek Glossy Photos from Leonard Nimoy's Personal Collection | 505682 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs | none | 0 | none | |
| 18267 | Leonard Nimoy/Mr. Spock, Signed Autographs from His Personal Collection | 505682 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs | none | 0 | none | |
| 18272 | Alien Voices - "The Lost World" Collectible Cassette | 0 | ALIEN VOICES | -505682 | none |