Fold 3 - Understanding why coefficient -4663937 was selected
Tag: NOVELTY
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -4663937 | 5.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -592454 | 5.000000 | -0.0.3.1 | -1.3.0.0 (-(571787 + 3*83^2)) | No | |
| 169 | 5.000000 | 3.2 | 2.3 (2*83 + 3) | No | |
| 1094 | 5.000000 | 15.13 | 13.15 (13*83 + 15) | No | |
| 1164416 | 5.000000 | 9.2.3.2 | 2.3.2.9 (2*83^3 + 3*83^2 + 2*83 + 9) | No | |
| 4663937 | 5.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "NOVELTY" tag (processing sequence 6146). 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 |
|---|---|---|---|---|---|---|---|
| 27640 | Anime I'm Sorry Eyes T-Shirt Gifts Shirt 11oz Mug | 4663937 | none | 9327874 | KAWAII, COSPLAY | ||
| 2758 | Decorated Chocolate Molds | 1164416 | none | 5828353 | none | ||
| 31022 | Casual Duck Bag | 1094 | none | 4665031 | none | ||
| 27629 | Anime Kawai! Eyes T-Shirt Gifts Shirt 11oz Mug | 169 | none | 4664106 | KAWAII, COSPLAY | ||
| 17658 | Ice Cream Dream Dog Bandana | -592454 | DOG BANDANA | 4071483 | none | ||
| 27930 | Buddha Tee | -4663937 | TEES, T-SHIRT | 0 | PP_NEW ARRIVAL |