Fold 3 - Understanding why coefficient 3486273 was selected
Tag: CALICO-CRITTERS
Selected Coefficient: 3486273
Taxonomy Path: 24.5.8.6
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 3486273 | 0.000002 | 24.5.8.6 | 6.8.5.24 (6*83^3 + 8*83^2 + 5*83 + 24) | Yes | |
| 95543980 | 0.000003 | 24.5.8.1.2 | 2.1.8.5.24 (2*83^4 + 571787 + 8*83^2 + 5*83 + 24) | No |
These are the training products that have the "CALICO-CRITTERS" tag (processing sequence 3526). 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 |
|---|---|---|---|---|---|---|---|
| 7607 | Calico Critters Toy Poodle Family | 95543980 | none | 92057707 | none | ||
| 7622 | Calico Critters Pookie Panda Family | 3486273 | none | 0 | none | ||
| 7674 | Calico Critters Chocolate Rabbit Family | 3486273 | none | 0 | none |