Fold 3 - Understanding why coefficient 9320985 was selected
Tag: HEARTS
Selected Coefficient: 9320985
Taxonomy Path: 2.2.25.16
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 9320985 | 4.000000 | 2.2.25.16 | 16.25.2.2 (16*83^3 + 25*83^2 + 2*83 + 2) | Yes | |
| -4663937 | 5.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 571787 | 5.000000 | 0.0.0.1 | 1.0.0.0 (571787) | No | |
| 49752533 | 5.000000 | 9.2.1.4.1 | 1.4.1.2.9 (47458321 + 4*83^3 + 6889 + 2*83 + 9) | No | |
| 808004005 | 5.000000 | 1.1.10.2.17 | 17.2.10.1.1 (17*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No |
These are the training products that have the "HEARTS" tag (processing sequence 6126). 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 |
|---|---|---|---|---|---|---|---|
| 1083 | Wyatt Duster | 808004005 | none | 798683020 | none | ||
| 28739 | Engagement Cake | 49752533 | none | 40431548 | none | ||
| 5228 | Airbrush Hearts Crop Top Design | 9320985 | TANK TOP, 2000S | 0 | none | ||
| 5329 | Airbrush 2000s Baby Crop Top | 9320985 | TANK TOP, 2000S | 0 | none | ||
| 14410 | Patchwork Heart in Denim/Khaki | 571787 | TUNIC | -8749198 | none | ||
| 9488 | Airbrush Beyonce Renaissance Tour Shirt | -4663937 | LETTERS, CONCERT, T-SHIRT, TEENS | -13984922 | none |