Fold 0 - Understanding why coefficient 443111 was selected
Tag: CALICO-CRITTERS
Selected Coefficient: 443111
Taxonomy Path: 0.0.71
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? |
|---|---|---|---|---|---|
| 443111 | 0.000002 | 0.0.71 | 71.0.0 (71*79^2) | Yes | |
| 75878078 | 0.000002 | 0.0.71.74.1 | 1.74.71.0.0 (38950081 + 74*79^3 + 71*79^2) | No |
These are the training products that have the "CALICO-CRITTERS" tag (processing sequence 913). 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 | 75878078 | 25-50 | 75434967 | none | ||
| 7622 | Calico Critters Pookie Panda Family | 443111 | 25-50 | 0 | none |