Fold 2 - Understanding why coefficient -1529045 was selected
Tag: LIFESTYLE
Selected Coefficient: -1529045
Taxonomy Path: -0.0.8.3
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? |
|---|---|---|---|---|---|
| -1529045 | 2.000160 | -0.0.8.3 | -3.8.0.0 (-(3*79^3 + 8*79^2)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| -598253 | 3.000000 | -65.67.16.1 | -1.16.67.65 (-(493039 + 16*79^2 + 67*79 + 65)) | No | |
| 5017844 | 3.000000 | 1.1.14.10 | 10.14.1.1 (10*79^3 + 14*79^2 + 79 + 1) | No |
These are the training products that have the "LIFESTYLE" tag (processing sequence 1903). 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 |
|---|---|---|---|---|---|---|---|
| 11223 | Savvy Cropped Button Down Shirt | 5017844 | 100-150 | 6546889 | NATURAL-FIBERS, SITE-NAV-RESORT | ||
| 5930 | Lenese Front-Wrap Midi Dress | 0 | 50-100, FINALSALE | 1529045 | none | ||
| 12210 | Casually Jelly Tote Bag | -598253 | ACCESSORIES | 930792 | none | ||
| 6591 | Aurora Ruched Maxi Dress | -1529045 | BLUE, 100-150 | 0 | NATURAL-FIBERS |