Fold 3 - Understanding why coefficient -8094659 was selected
Tag: GRAPHIC SHIRT
Selected Coefficient: -8094659
Taxonomy Path: -1.1.13.14
Taxonomy Name:
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| -8094659 | 6.000000 | -1.1.13.14 | -14.13.1.1 (-(14*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 0 | 7.000290 | 0 | 0 (0) | No | |
| -6882111 | 7.000581 | -0.0.3.12 | -12.3.0.0 (-(12*83^3 + 3*83^2)) | No |
These are the training products that have the "GRAPHIC SHIRT" tag (processing sequence 4376). 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 |
|---|---|---|---|---|---|---|---|
| 31785 | Pink Christmas Coffee Lovers Sweatshirt | 0 | CREWNECK | 8094659 | none | ||
| 31786 | Christmas Coffee Lovers Sweatshirt | 0 | CREWNECK | 8094659 | none | ||
| 31840 | Rockin' Around Sweatshirt | 0 | CREWNECK | 8094659 | none | ||
| 31842 | Christmas Tree Farm Sweatshirt | 0 | CREWNECK | 8094659 | none | ||
| 31789 | Dog Mom Sweatshirt | -6882111 | CREWNECK | 1212548 | none | ||
| 31841 | Whoville University Sweatshirt | -6882111 | CREWNECK | 1212548 | none | ||
| 31836 | Whoville University Comfort Colors T-Shirt | -8094659 | 17176014, CREWNECK | 0 | none | ||
| 31790 | Dog Mom Comfort Colors T-Shirt | -8094659 | 17176014, CREWNECK | 0 | none | ||
| 31784 | Christmas Coffee Lovers Comfort Colors T-Shirt | -8094659 | 17176014, CREWNECK | 0 | none | ||
| 31788 | Vintage Santa Face Comfort Colors T-Shirt | -8094659 | 17176014, CREWNECK | 0 | none | ||
| 31782 | Dog Mom Coffee Lovers Comfort Colors T-Shirt | -8094659 | 17176014, CREWNECK | 0 | none | ||
| 31834 | Rockin' Around Comfort Colors T-Shirt | -8094659 | 17176014, CREWNECK | 0 | none | ||
| 31835 | North Pole Brewing Co Comfort Colors T-Shirt | -8094659 | 17176014, CREWNECK | 0 | none |