Fold 3 - Understanding why coefficient -6357856877 was selected
Tag: GIRL
Selected Coefficient: -6357856877
Taxonomy Path: -77.4.19.18.5.2
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? |
|---|---|---|---|---|---|
| -6357856877 | 2.000000 | -77.4.19.18.5.2 | -2.5.18.19.4.77 (-(2*79^5 + 5*79^4 + 18*79^3 + 19*79^2 + 4*79 + 77)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 599295 | 2.000000 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
These are the training products that have the "GIRL" tag (processing sequence 1535). 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 |
|---|---|---|---|---|---|---|---|
| 5412 | Airbrush Birthday B*tch With Butterflies Design | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | PINK, 90S | 6358456172 | none | |
| 9387 | Airbrush Long Live Portrait With Butterflies Shirt Design | 0 | DESIGN | 6357856877 | PORTRAIT | ||
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | -6357856877 | CASUAL, FASHION, BEAUTY | 0 | LIFESTYLE, PORTRAIT |