Fold 0 - Understanding why coefficient 170 was selected
Tag: GENDER NEUTRAL
Selected Coefficient: 170
Taxonomy Path: 4.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 170 | 1.024096 | 4.2 | 2.4 (2*83 + 4) | Yes | |
| 7889 | 1.024096 | 4.12.1 | 1.12.4 (6889 + 12*83 + 4) | No | |
| -144731924 | 4.000000 | -10.11.10.4.3 | -3.4.10.11.10 (-(3*83^4 + 4*83^3 + 10*83^2 + 11*83 + 10)) | No |
These are the training products that have the "GENDER NEUTRAL" tag (processing sequence 5636). 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 |
|---|---|---|---|---|---|---|---|
| 31799 | Fox Personalized Baby Boy Blanket | 7889 | none | 7719 | none | ||
| 31800 | Sunshine Duo Personalized Name Blanket | 7889 | none | 7719 | none | ||
| 12998 | Gender Neutral First Birthday Balloon Boxes, 11.75" | 3 ct | 170 | none | 0 | none | ||
| 12999 | Gender Neutral First Birthday Customizable Sign, 8.5" x 11" | 1 ct | 170 | none | 0 | none | ||
| 12992 | Gender Neutral First Birthday Plates 9" | 8 ct | -144731924 | 9" | -144732094 | none |