Fold 0 - Understanding why coefficient -790 was selected
Tag: TRENDING
Selected Coefficient: -790
Taxonomy Path: -0.10
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? |
|---|---|---|---|---|---|
| -790 | 2.012658 | -0.10 | -10.0 (-(10*79)) | Yes | |
| 0 | 2.012658 | 0 | 0 (0) | No | |
| 8 | 3.000000 | 8 | 8 (8) | Electronics | No |
| 6447113 | 3.000000 | 2.2.6.13 | 13.6.2.2 (13*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | No |
These are the training products that have the "TRENDING" tag (processing sequence 2932). 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 |
|---|---|---|---|---|---|---|---|
| 13964 | Adopted - Rhinestone Shirts | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | 6447903 | none | |
| 7587 | Fitbit Inspire 3 | 8 | Electronics | none | 798 | Electronics > GPS Tracking Devices | none |
| 74 | Peach Sequins Crop Top | 0 | CROP TOP | 790 | none | ||
| 9860 | Brooklyn | Brown Purse | -790 | HANDBAGS | 0 | none |