Fold 4 - Understanding why coefficient 143546356 was selected
Tag: WELCOME SIGN
Selected Coefficient: 143546356
Taxonomy Path: 14.3.4.2.3
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 143546356 | 0.000000 | 14.3.4.2.3 | 3.2.4.3.14 (3*83^4 + 2*83^3 + 4*83^2 + 3*83 + 14) | Yes |
These are the training products that have the "WELCOME SIGN" tag (processing sequence 1880). 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 |
|---|---|---|---|---|---|---|---|
| 3899 | Welcome - Extend greetings to the technical, and not, for your home or office - Cooler | 143546356 | none | 0 | none | ||
| 3900 | Welcome - Extend greetings to the technical, and not, for your home or office - Warmer | 143546356 | none | 0 | ROCKWELL |