Fold 3 - Understanding why coefficient -146384453 was selected
Tag: FINE ART
Selected Coefficient: -146384453
Taxonomy Path: -9.1.1.7.3
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? |
|---|---|---|---|---|---|
| -146384453 | 2.000000 | -9.1.1.7.3 | -3.7.1.1.9 (-(3*83^4 + 7*83^3 + 6889 + 83 + 9)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 7058 | 2.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No |
These are the training products that have the "FINE ART" tag (processing sequence 3548). 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 |
|---|---|---|---|---|---|---|---|
| 22049 | Remnant | 7058 | none | 146391511 | none | ||
| 14071 | Saint John Coconut Palm | 0 | COCONUT PALM | 146384453 | none | ||
| 13995 | Pre-Order New Design Saint John The Series - Designs 1 and 2 | -146384453 | COCONUT PALM, GIN | 0 | none |