Fold 1 - Understanding why coefficient 263 was selected
Tag: ROLLS
Selected Coefficient: 263
Taxonomy Path: 14.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 263 | 1.000000 | 14.3 | 3.14 (3*83 + 14) | Yes | |
| 8543648412 | 3.000000 | 3.2.1.2.14.2 | 2.14.2.1.2.3 (2*83^5 + 14*83^4 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "ROLLS" tag (processing sequence 3081). 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 |
|---|---|---|---|---|---|---|---|
| 6683 | Plum premium soft nylon tulle 6 inch x 100 yard roll | 8543648412 | none | 8543648149 | none | ||
| 6674 | Turquoise premium soft nylon tulle 6 inch x 100 yard roll | 263 | none | 0 | none | ||
| 6704 | Fuschia premium soft nylon tulle 6 inch x 100 yard roll | 263 | none | 0 | none | ||
| 6705 | Lemon premium soft nylon tulle 6 inch x 100 yard roll | 263 | none | 0 | none |