Fold 4 - Understanding why coefficient -82465949 was selected
Tag: MIXED MEDIA
Selected Coefficient: -82465949
Taxonomy Path: -17.3.29.17.3
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? |
|---|---|---|---|---|---|
| -82465949 | 2.000000 | -17.3.29.17.3 | -3.17.29.3.17 (-(3*71^4 + 17*71^3 + 29*71^2 + 3*71 + 17)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 4360537 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "MIXED MEDIA" tag (processing sequence 1679). 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 |
|---|---|---|---|---|---|---|---|
| 7913 | The Warm Set | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | SILVER, ABSTRACT, INSTALLATION | 86826486 | none | |
| 7914 | Violet Storm | 0 | BLUE, SILVER, ABSTRACT, INSTALLATION | 82465949 | none | ||
| 7893 | She Escaped: Down River Among Volkswagen Fishies | -82465949 | BLUE, BLACK, WHITE, BEIGE, ABSTRACT, ACRYLIC | 0 | none |