Fold 0 - Understanding why coefficient -5454697 was selected
Tag: GIRL
Selected Coefficient: -5454697
Taxonomy Path: -63.0.5.11
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -5454697 | 2.000000 | -63.0.5.11 | -11.5.0.63 (-(11*79^3 + 5*79^2 + 63)) | Yes | |
| -1372861 | 2.000000 | -78.76.61.2 | -2.61.76.78 (-(2*79^3 + 61*79^2 + 76*79 + 78)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "GIRL" tag (processing sequence 1533). 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 |
|---|---|---|---|---|---|---|---|
| 9387 | Airbrush Long Live Portrait With Butterflies Shirt Design | 0 | DESIGN | 5454697 | PORTRAIT | ||
| 5412 | Airbrush Birthday B*tch With Butterflies Design | -1372861 | PINK, 90S | 4081836 | none | ||
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | -5454697 | CASUAL, FASHION, BEAUTY, FEMALE | 0 | PORTRAIT |