Fold 4 - Understanding why coefficient -1969140654932 was selected
Tag: RED THREAD
Selected Coefficient: -1969140654932
Taxonomy Path: -0.0.0.0.75.1.6
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -1969140654932 | 2.000000 | -0.0.0.0.75.1.6 | -6.1.75.0.0.0.0 (-(6*83^6 + 3939040643 + 75*83^4)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| -1969806220641 | 3.000000 | -80.67.0.2.6.2.6 | -6.2.6.2.0.67.80 (-(6*83^6 + 2*83^5 + 6*83^4 + 2*83^3 + 67*83 + 80)) | No | |
| 2834 | 3.000000 | 12.34 | 34.12 (34*83 + 12) | No |
These are the training products that have the "RED THREAD" tag (processing sequence 4874). 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 |
|---|---|---|---|---|---|---|---|
| 20110 | Madeira Classic Rayon #12 : Color 920-1174 Red/Brown, Cinnamon Stick | 2834 | 920-1055, 920-1058, RED EMBROIDERY THREAD | 1969140657766 | none | ||
| 19932 | Madeira Classic Rayon #12 : Color 920-1037 Red/Orange, Tango | 0 | RED EMBROIDERY THREAD | 1969140654932 | none | ||
| 20028 | Madeira Classic Rayon #12 : Color 920-1315 Pink, Pink Grapefruit | -1969140654932 | RED EMBROIDERY THREAD | 0 | none | ||
| 20029 | Madeira Classic Rayon #12 : Color 920-1384 Red/Purple, Merlot | -1969806220641 | RED EMBROIDERY THREAD | -665565709 | none |