Fold 3 - Understanding why coefficient -2465195 was selected
Tag: CALICO-CRITTERS
Selected Coefficient: -2465195
Taxonomy Path: -0.0.0.5
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? |
|---|---|---|---|---|---|
| -2465195 | 0.000002 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | Yes | |
| 72969772 | 0.000002 | 0.0.0.69.1 | 1.69.0.0.0 (38950081 + 69*79^3) | No |
These are the training products that have the "CALICO-CRITTERS" tag (processing sequence 910). 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 | 72969772 | 25-50 | 75434967 | none | ||
| 7674 | Calico Critters Chocolate Rabbit Family | -2465195 | 25-50 | 0 | none |