Fold 3 - Understanding why coefficient -144731924 was selected
Tag: GENDER NEUTRAL
Selected Coefficient: -144731924
Taxonomy Path: -10.11.10.4.3
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -144731924 | 1.000000 | -10.11.10.4.3 | -3.4.10.11.10 (-(3*83^4 + 4*83^3 + 10*83^2 + 11*83 + 10)) | Yes | |
| 170 | 1.000000 | 4.2 | 2.4 (2*83 + 4) | No |
These are the training products that have the "GENDER NEUTRAL" tag (processing sequence 5025). 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 |
|---|---|---|---|---|---|---|---|
| 12998 | Gender Neutral First Birthday Balloon Boxes, 11.75" | 3 ct | 170 | none | 144732094 | none | ||
| 12992 | Gender Neutral First Birthday Plates 9" | 8 ct | -144731924 | 9" | 0 | none |