Fold 2 - Understanding why coefficient -7719 was selected
Tag: SIGN
Selected Coefficient: -7719
Taxonomy Path: -0.10.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -7719 | 1.012048 | -0.10.1 | -1.10.0 (-(6889 + 10*83)) | Yes | |
| 0 | 1.012048 | 0 | 0 (0) | No | |
| 184 | 2.000000 | 18.2 | 2.18 (2*83 + 18) | No |
These are the training products that have the "SIGN" tag (processing sequence 6289). 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 |
|---|---|---|---|---|---|---|---|
| 29537 | Floral Personalized Name Mouse Pad | 184 | none | 7903 | none | ||
| 13219 | Color Hug Me First Mini Sign 12" x 18" | 1 ct | 0 | MISSIONARY | 7719 | none | ||
| 12999 | Gender Neutral First Birthday Customizable Sign, 8.5" x 11" | 1 ct | -7719 | GENDER NEUTRAL | 0 | none |