Fold 0 - Understanding why coefficient 3 was selected
Tag: UNDER $15
Selected Coefficient: 3
Taxonomy Path: 3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 3 | 3.000000 | 3 | 3 (3) | Yes | |
| 167 | 3.000000 | 1.2 | 2.1 (2*83 + 1) | No | |
| 7487 | 3.000000 | 17.7.1 | 1.7.17 (6889 + 7*83 + 17) | Media > Videos > Blu-ray | No |
| 240220357 | 3.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "UNDER $15" tag (processing sequence 6738). 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 |
|---|---|---|---|---|---|---|---|
| 18249 | Trekkie Sketch Mug with Colored Interior | 240220357 | none | 240220354 | MISC | ||
| 18241 | Remembering Leonard Nimoy - Blu-ray Edition | 7487 | Media > Videos > Blu-ray | none | 7484 | MISC | |
| 18277 | Live Long and Prosper Metal Keychain | 167 | none | 164 | MISC | ||
| 18282 | Mr. Spock in Star Trek: The Animated Series Enamel Keychain | 3 | none | 0 | MISC |