Fold 0 - Understanding why coefficient -13778 was selected
Tag: TORONTO AREA
Selected Coefficient: -13778
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -13778 | 1.000145 | -0.0.2 | -2.0.0 (-(2*83^2)) | Yes | |
| 0 | 1.000145 | 0 | 0 (0) | No | |
| -34798 | 2.000000 | -21.4.5 | -5.4.21 (-(5*83^2 + 4*83 + 21)) | No |
These are the training products that have the "TORONTO AREA" tag (processing sequence 3656). 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 |
|---|---|---|---|---|---|---|---|
| 16292 | At-home Birthday Party with Flash Gift(Toronto and GTA) | 0 | THEME_SUPERHEROES | 13778 | none | ||
| 16396 | At-home superhero party with Spiderman Gift (Toronto and GTA) | -13778 | THEME_SUPERHEROES | 0 | none | ||
| 16246 | At-home Birthday Party with Princess Merida Gift (Toronto and GTA) | -34798 | PREFERENCE_BIRTHDAY FOR GIRLS, THEME_SUPERHEROES | -21020 | none |