Fold 4 - Understanding why coefficient -5997681 was selected
Tag: LIFESTYLE
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -5997681 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -598253 | 3.000000 | -65.67.16.1 | -1.16.67.65 (-(493039 + 16*79^2 + 67*79 + 65)) | No | |
| 2521364 | 3.000000 | 0.0.9.5 | 5.9.0.0 (5*79^3 + 9*79^2) | No | |
| 515812756 | 3.000000 | 31.4.15.19.13 | 13.19.15.4.31 (13*79^4 + 19*79^3 + 15*79^2 + 4*79 + 31) | No |
These are the training products that have the "LIFESTYLE" tag (processing sequence 1904). 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 | 515812756 | CASUAL, BEAUTY, FEMALE | 521810437 | PORTRAIT | ||
| 11223 | Savvy Cropped Button Down Shirt | 2521364 | 100-150, DPA-CLOTHING, ECO-CONSCIOUS | 8519045 | none | ||
| 12210 | Casually Jelly Tote Bag | -598253 | ACCESSORIES | 5399428 | none | ||
| 6591 | Aurora Ruched Maxi Dress | -5997681 | BLUE, 100-150, DPA-CLOTHING | 0 | none |