Fold 3 - Understanding why coefficient 317583 was selected
Tag: CALICO-CRITTERS
Selected Coefficient: 317583
Taxonomy Path: 0.0.63
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 317583 | 0.000003 | 0.0.63 | 63.0.0 (63*71^2) | Yes | |
| 49351390 | 0.000003 | 0.0.63.66.1 | 1.66.63.0.0 (25411681 + 66*71^3 + 63*71^2) | No |
These are the training products that have the "CALICO-CRITTERS" tag (processing sequence 820). 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 | 49351390 | 25-50 | 49033807 | none | ||
| 7674 | Calico Critters Chocolate Rabbit Family | 317583 | 25-50 | 0 | none |