Fold 4 - Understanding why coefficient 7058 was selected
Tag: LANDSCAPE
Selected Coefficient: 7058
Taxonomy Path: 3.2.1
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 7058 | 0.000003 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 657868396334 | 0.000007 | 3.2.1.2.1.1.2 | 2.1.1.2.1.2.3 (2*83^6 + 3939040643 + 47458321 + 2*83^3 + 6889 + 2*83 + 3) | No | |
| 15804771525 | 0.000007 | 3.2.1.2.1.4 | 4.1.2.1.2.3 (4*83^5 + 47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "LANDSCAPE" tag (processing sequence 3425). 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 |
|---|---|---|---|---|---|---|---|
| 27437 | Ocean Wave #1 | 657868396334 | none | 657868389276 | none | ||
| 27501 | Adrift | 15804771525 | none | 15804764467 | none | ||
| 27432 | Ocean Wave #3 | 7058 | none | 0 | none | ||
| 27433 | Ocean Wave #2 | 7058 | none | 0 | none | ||
| 27494 | Serenity | 7058 | none | 0 | none | ||
| 27500 | Waiting | 7058 | none | 0 | none |