Fold 4 - Understanding why coefficient 571787 was selected
Tag: SEPTEMBER
Selected Coefficient: 571787
Taxonomy Path: 0.0.0.1
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 571787 | 1.012339 | 0.0.0.1 | 1.0.0.0 (571787) | Yes | |
| 6882111 | 1.012629 | 0.0.3.12 | 12.3.0.0 (12*83^3 + 3*83^2) | No | |
| -1171047 | 1.072289 | -0.82.3.2 | -2.3.82.0 (-(2*83^3 + 3*83^2 + 82*83)) | No | |
| 41833 | 7.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No |
These are the training products that have the "SEPTEMBER" tag (processing sequence 4596). 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 |
|---|---|---|---|---|---|---|---|
| 16304 | EDGY HOODIE - BLACK | 6882111 | NEW SHOP, HOODIE | 6310324 | none | ||
| 16309 | PRINTED EDGY HOODIE - GREY | 6882111 | NEW SHOP, HOODIE | 6310324 | none | ||
| 16310 | PRINTED ZIPPER HOODIE - BLACK | 571787 | NEW SHOP, HOODIE | 0 | none | ||
| 16305 | EDGY HOODIE - GREY | 571787 | NEW SHOP, HOODIE | 0 | none | ||
| 16311 | PRINTED ZIPPER HOODIE - GREY | 571787 | NEW SHOP, HOODIE | 0 | none | ||
| 16313 | ZIPPER HOODIE - GREY | 571787 | NEW SHOP, HOODIE | 0 | none | ||
| 22604 | 14k Medium Pavé Diamond Hinge Huggie Hoops with Pear Blue Sapphires | 41833 | none | -529954 | 1000-2500 | ||
| 16307 | LEATHER BELT - BLACK | -1171047 | NEW SHOP | -1742834 | none |