Fold 0 - Understanding why coefficient 6474 was selected
Tag: ATTIRE
Selected Coefficient: 6474
Taxonomy Path: 0.78
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 6474 | 3.024242 | 0.78 | 78.0 (78*83) | Yes | |
| 4608326 | 3.024242 | 0.78.4.8 | 8.4.78.0 (8*83^3 + 4*83^2 + 78*83) | No | |
| -6895474 | 3.036145 | -0.78.4.12 | -12.4.78.0 (-(12*83^3 + 4*83^2 + 78*83)) | No | |
| 0 | 3.036145 | 0 | 0 (0) | No | |
| -4663937 | 5.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 4663937 | 6.000000 | 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 "ATTIRE" tag (processing sequence 6420). 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 |
|---|---|---|---|---|---|---|---|
| 1035 | Paige | 4663937 | RAILS, SUMMER OUTFIT | 4657463 | none | ||
| 933 | Georgette Ruffle | 4608326 | CUTE DRESSES, LAYERING, SUMMER OUTFIT | 4601852 | none | ||
| 1069 | Taylor | 6474 | LAYERING | 0 | none | ||
| 957 | Good Legs Crop Mini Boot | 0 | JEANS | -6474 | none | ||
| 920 | Felize | -4663937 | LAYERING, EASY, TOPS | -4670411 | none | ||
| 1023 | Moss Stripe Crew | -4663937 | LAYERING, EASY, TOPS | -4670411 | none | ||
| 1013 | Modern Knit Mini Dress | -6895474 | CUTE DRESSES, EASY | -6901948 | none |