Fold 1 - Understanding why coefficient -94626 was selected
Tag: TORONTO AREA
Selected Coefficient: -94626
Taxonomy Path: -63.12.15
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -94626 | 1.000000 | -63.12.15 | -15.12.63 (-(15*79^2 + 12*79 + 63)) | Yes | |
| -12482 | 1.000000 | -0.0.2 | -2.0.0 (-(2*79^2)) | No |
These are the training products that have the "TORONTO AREA" tag (processing sequence 3342). 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 |
|---|---|---|---|---|---|---|---|
| 16396 | At-home superhero party with Spiderman Gift (Toronto and GTA) | -12482 | TYPE OF ANIMATION_BY ARTIST, THEME_SUPERHEROES | 82144 | none | ||
| 16245 | At-home Birthday Party with Princess Elsa Gift (Toronto and GTA) | -94626 | THEME_PRINCESSES, PREFERENCE_BIRTHDAY FOR GIRLS, THEME_SUPERHEROES | 0 | none |