Fold 4 - Understanding why coefficient -830 was selected
Tag: TRENDING
Selected Coefficient: -830
Taxonomy Path: -0.10
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -830 | 3.012048 | -0.10 | -10.0 (-(10*83)) | Yes | |
| 0 | 3.012048 | 0 | 0 (0) | No | |
| 8 | 4.000000 | 8 | 8 (8) | No | |
| 55611 | 4.000000 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 7474733 | 4.000000 | 2.2.6.13 | 13.6.2.2 (13*83^3 + 6*83^2 + 2*83 + 2) | No |
These are the training products that have the "TRENDING" tag (processing sequence 6979). 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 | 7474733 | none | 7475563 | none | ||
| 9444 | Natalie Gold Necklace | 55611 | none | 56441 | none | ||
| 7587 | Fitbit Inspire 3 | 8 | none | 838 | Electronics > GPS Tracking Devices | none | |
| 74 | Peach Sequins Crop Top | 0 | CROP TOP | 830 | none | ||
| 9860 | Brooklyn | Brown Purse | -830 | HANDBAGS | 0 | none |