Fold 2 - Understanding why coefficient -25044 was selected
Tag: USA
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -25044 | 3.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 7124 | 4.000000 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
These are the training products that have the "USA" tag (processing sequence 3006). 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 |
|---|---|---|---|---|---|---|---|
| 11929 | Koozie - United We Stand | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 32168 | none | |
| 11928 | Stars Key Fob | 0 | FOBS | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 11932 | Raise Your Glass to America | 0 | SHIRTS | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 11235 | Uncle Sam | -25044 | BLUE, RED, ATHLETIC | 0 | none | ||
| 11358 | 'Merica! | -25044 | BLUE, RED, ATHLETIC | 0 | none |