Fold 1 - Understanding why coefficient -85394984 was selected
Tag: MIXED MEDIA
Selected Coefficient: -85394984
Taxonomy Path: -18.6.42.25.3
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -85394984 | 3.000000 | -18.6.42.25.3 | -3.25.42.6.18 (-(3*71^4 + 25*71^3 + 42*71^2 + 6*71 + 18)) | Yes | |
| 0 | 3.014085 | 0 | 0 (0) | No | |
| 10213137 | 3.014085 | 0.1.38.28 | 28.38.1.0 (28*71^3 + 38*71^2 + 71) | No | |
| 5852600 | 4.000000 | 70.70.24.16 | 16.24.70.70 (16*71^3 + 24*71^2 + 70*71 + 70) | No |
These are the training products that have the "MIXED MEDIA" tag (processing sequence 1699). 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 | 10213137 | SILVER, YELLOW, ABSTRACT, INSTALLATION | 95608121 | none | ||
| 7911 | The Earth Set | 5852600 | SILVER, BLUE, YELLOW, ABSTRACT, INSTALLATION | 91247584 | none | ||
| 7912 | The Midnight Set | 0 | SILVER, ABSTRACT, INSTALLATION | 85394984 | none | ||
| 7880 | She Escaped: Among Frilly Feathered Top Hats | -85394984 | BLACK, BLUE, WHITE, BROWN, BEIGE, ABSTRACT, ACRYLIC | 0 | none | ||
| 7893 | She Escaped: Down River Among Volkswagen Fishies | -85394984 | BLACK, BLUE, WHITE, BROWN, BEIGE, ABSTRACT, ACRYLIC | 0 | none |