Fold 1 - Understanding why coefficient -15147227 was selected
Tag: PORTRAIT
Selected Coefficient: -15147227
Taxonomy Path: -4.4.57.30
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? |
|---|---|---|---|---|---|
| -15147227 | 2.000000 | -4.4.57.30 | -30.57.4.4 (-(30*79^3 + 57*79^2 + 4*79 + 4)) | Yes | |
| -2527855 | 2.000000 | -13.3.10.5 | -5.10.3.13 (-(5*79^3 + 10*79^2 + 3*79 + 13)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "PORTRAIT" tag (processing sequence 3183). 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 |
|---|---|---|---|---|---|---|---|
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 0 | CASUAL, BEAUTY, FEMALE, GIRL | 15147227 | none | ||
| 9389 | Airbrush RIP Portrait Shirt Design | -2527855 | DESIGN, BLUE, CLOUDS, FULL | 12619372 | none | ||
| 9379 | Airbrush #LongLive Portrait With Butterflies Shirt Design | -15147227 | DESIGN, BLUE, ORANGE, GREEN, T-SHIRT | 0 | none |