Fold 1 - Understanding why coefficient 3437780 was selected
Tag: COW
Selected Coefficient: 3437780
Taxonomy Path: 3.2.1.6
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 3437780 | 5.000002 | 3.2.1.6 | 6.1.2.3 (6*83^3 + 6889 + 2*83 + 3) | Yes | |
| 7058 | 5.000002 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No | |
| 0 | 5.000145 | 0 | 0 (0) | No | |
| -6882111 | 5.000145 | -0.0.3.12 | -12.3.0.0 (-(12*83^3 + 3*83^2)) | No | |
| -9327874 | 6.000000 | -2.2.26.16 | -16.26.2.2 (-(16*83^3 + 26*83^2 + 2*83 + 2)) | No | |
| -4663941 | 6.000000 | -5.1.13.8 | -8.13.1.5 (-(8*83^3 + 13*83^2 + 83 + 5)) | No | |
| 328198765 | 6.000000 | 82.81.81.75.6 | 6.75.81.81.82 (6*83^4 + 75*83^3 + 81*83^2 + 81*83 + 82) | No |
These are the training products that have the "COW" tag (processing sequence 6474). 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 |
|---|---|---|---|---|---|---|---|
| 20890 | Not Your Mom, Not Your Milk Shirt (Kids) | 328198765 | VEGAN SHIRT, TOPS | 324760985 | none | ||
| 9541 | Heifer Infinity Heart - Digital Download SVG Cut File - #1364 | 3437780 | none | 0 | none | ||
| 29637 | Hereford Bull | 7058 | none | -3430722 | none | ||
| 20964 | Not Your Mom, Not Your Milk Onesie | 0 | BABY | -3437780 | none | ||
| 20888 | Not Your Mom, Not Your Milk Shirt (Toddler) | -4663941 | VEGAN SHIRT, TODDLER, TOPS | -8101721 | none | ||
| 31867 | Monogrammed Cow Print Unisex Quarter Zip Pullover Sweatshirt | -6882111 | PULLOVER, QUARTER ZIP | -10319891 | none | ||
| 20889 | Not Your Mom, Not Your Milk Shirt (Infant) | -9327874 | VEGAN SHIRT, BABY, TOPS | -12765654 | none |