Fold 3 - Understanding why coefficient -113892089 was selected
Tag: LIFESTYLE
Selected Coefficient: -113892089
Taxonomy Path: -1.1.0.73.2
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? |
|---|---|---|---|---|---|
| -113892089 | 2.000160 | -1.1.0.73.2 | -2.73.0.1.1 (-(2*79^4 + 73*79^3 + 79 + 1)) | Yes | |
| -5997681 | 2.000160 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 1042 | 3.000000 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "LIFESTYLE" tag (processing sequence 1907). 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 |
|---|---|---|---|---|---|---|---|
| 12210 | Casually Jelly Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 113893131 | none | |
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 0 | CASUAL, FASHION, BEAUTY, GIRL | 113892089 | PORTRAIT | ||
| 6591 | Aurora Ruched Maxi Dress | -5997681 | BLUE, 100-150 | 107894408 | none | ||
| 5930 | Lenese Front-Wrap Midi Dress | -113892089 | SMALL, FINALSALE | 0 | none |