Fold 4 - Understanding why coefficient 1014 was selected
Tag: BOTTLE TAG
Selected Coefficient: 1014
Taxonomy Path: 18.12
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1014 | 0.024096 | 18.12 | 12.18 (12*83 + 18) | Yes | |
| 3458628 | 0.036145 | 18.4.4.6 | 6.4.4.18 (6*83^3 + 4*83^2 + 4*83 + 18) | No |
These are the training products that have the "BOTTLE TAG" tag (processing sequence 3933). 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 |
|---|---|---|---|---|---|---|---|
| 28361 | Lottery Ticket Holder - St. Patrick's Day - Thanks a Lotto | 3458628 | none | 3457614 | none | ||
| 28390 | Pop-By Gift Tags - Spring into a new home | 3458628 | none | 3457614 | none | ||
| 28339 | Pop-By Gift Tags - Need a New Nest? | 1014 | none | 0 | none | ||
| 28391 | Pop-By Gift Tags - The Spring Market is Blooming | 1014 | none | 0 | none | ||
| 28404 | Pop-By Gift Tags - Just Poppin' By - Bottle | 1014 | none | 0 | none |