Fold 1 - Understanding why coefficient -119827452 was selected
Tag: MIXED MEDIA
Selected Coefficient: -119827452
Taxonomy Path: -15.3.3.6.3
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -119827452 | 4.000000 | -15.3.3.6.3 | -3.6.3.3.15 (-(3*79^4 + 6*79^3 + 3*79^2 + 3*79 + 15)) | Yes | |
| -106733432 | 4.000000 | -8.77.37.58.2 | -2.58.37.77.8 (-(2*79^4 + 58*79^3 + 37*79^2 + 77*79 + 8)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 8924710 | 4.000000 | 1.1.8.18 | 18.8.1.1 (18*79^3 + 8*79^2 + 79 + 1) | No | |
| 10023206 | 4.000000 | 2.2.26.20 | 20.26.2.2 (20*79^3 + 26*79^2 + 2*79 + 2) | No |
These are the training products that have the "MIXED MEDIA" tag (processing sequence 2084). 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 |
|---|---|---|---|---|---|---|---|
| 7912 | The Midnight Set | 10023206 | ABSTRACT, INSTALLATION | 129850658 | none | ||
| 7913 | The Warm Set | 8924710 | ORANGE, ABSTRACT, INSTALLATION | 128752162 | none | ||
| 7911 | The Earth Set | 0 | BLUE, GREEN, ABSTRACT, INSTALLATION | 119827452 | none | ||
| 10991 | Question Everything, Learn Something, Answer Nothing | -106733432 | ABSTRACT | 13094020 | none | ||
| 7880 | She Escaped: Among Frilly Feathered Top Hats | -119827452 | BLUE, ORANGE, ABSTRACT, ACRYLIC, BEIGE | 0 | none |