Fold 0 - Understanding why coefficient -317583 was selected
Tag: MELISSA-DOUG
Selected Coefficient: -317583
Taxonomy Path: -0.0.63
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 1
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 | 0.000000 | -0.0.63 | -63.0.0 (-(63*71^2)) | Yes |
These are the training products that have the "MELISSA-DOUG" tag (processing sequence 1648). 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 |
|---|---|---|---|---|---|---|---|
| 7527 | Melissa & Doug Fire Chief Role Play Costume Set | -317583 | 25-50 | 0 | none | ||
| 7549 | Melissa & Doug Examine & Treat Pet Vet Play Set | -317583 | 25-50 | 0 | none | ||
| 7571 | Melissa & Doug Construction Worker Role Play Costume Set | -317583 | 25-50 | 0 | none |