Fold 1 - Understanding why coefficient -55611 was selected
Tag: NURSING
Selected Coefficient: -55611
Taxonomy Path: -1.6.8
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? |
|---|---|---|---|---|---|
| -55611 | 1.000000 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | Yes | |
| 661428 | 1.000000 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "NURSING" tag (processing sequence 5046). 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 |
|---|---|---|---|---|---|---|---|
| 27905 | Twist Top | 661428 | none | 717039 | V-NECK, NON-MATERNITY | ||
| 18800 | Bright Silicone Teething Ring | -55611 | TEETHING, NECKLACE | 0 | none |