Fold 3 - Understanding why coefficient 1180 was selected
Tag: BUSINESS CARD HOLDER
Selected Coefficient: 1180
Taxonomy Path: 18.14
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 1180 | 2.024096 | 18.14 | 14.18 (14*83 + 18) | Yes | |
| 1014 | 2.024096 | 18.12 | 12.18 (12*83 + 18) | No | |
| 7495582 | 2.024096 | 18.4.9.13 | 13.9.4.18 (13*83^3 + 9*83^2 + 4*83 + 18) | No | |
| 0 | 3.012048 | 0 | 0 (0) | No | |
| 3457614 | 3.012048 | 0.75.3.6 | 6.3.75.0 (6*83^3 + 3*83^2 + 75*83) | No |
These are the training products that have the "BUSINESS CARD HOLDER" tag (processing sequence 5610). 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 |
|---|---|---|---|---|---|---|---|
| 28362 | Holiday Door Hanger - Easter - Have Your Peeps call My Peeps | 7495582 | none | 7494402 | BIS | ||
| 28361 | Lottery Ticket Holder - St. Patrick's Day - Thanks a Lotto | 3457614 | BOTTLE TAG | 3456434 | BIS | ||
| 28405 | Holiday Door Hanger - St Patrick's Day - Don't Rely on Luck | 1180 | none | 0 | BIS | ||
| 28363 | Seasonal Door Hanger - Looking to Spring into a New Home? | 1014 | none | -166 | BIS | ||
| 28391 | Pop-By Gift Tags - The Spring Market is Blooming | 0 | BOTTLE TAG | -1180 | BIS |