Fold 4 - Understanding why coefficient 20767 was selected
Tag: MAGIC
Selected Coefficient: 20767
Taxonomy Path: 17.1.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 20767 | 2.000000 | 17.1.3 | 3.1.17 (3*83^2 + 83 + 17) | Yes | |
| 55112 | 2.000000 | 0.0.8 | 8.0.0 (8*83^2) | No | |
| 8071352350 | 2.000000 | 3.2.1.6.4.2 | 2.4.6.1.2.3 (2*83^5 + 4*83^4 + 6*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "MAGIC" tag (processing sequence 6256). 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 |
|---|---|---|---|---|---|---|---|
| 12711 | Cute Unicorn Applique BA041 | 8071352350 | none | 8071331583 | none | ||
| 15472 | Magic in a Snap! Abracadabra Collection | 55112 | CHILDREN'S TOYS | 34345 | none | ||
| 24319 | Sylvester and the Magic Pebble | 20767 | none | 0 | none |