Fold 3 - Understanding why coefficient 89 was selected
Tag: 2017
Selected Coefficient: 89
Taxonomy Path: 6.1
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? |
|---|---|---|---|---|---|
| 89 | 1.024096 | 6.1 | 1.6 (83 + 6) | Yes | |
| 6 | 1.036145 | 6 | 6 (6) | No | |
| 587 | 1.036145 | 6.7 | 7.6 (7*83 + 6) | Business & Industrial > Finance & Insurance | No |
| 686 | 4.000000 | 22.8 | 8.22 (8*83 + 22) | No |
These are the training products that have the "2017" tag (processing sequence 5571). 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 |
|---|---|---|---|---|---|---|---|
| 21791 | 2017 Valuation Survey | 686 | VALUATION | 597 | none | ||
| 21784 | 2017 Financial Performance Survey | 587 | Business & Industrial > Finance & Insurance | none | 498 | none | |
| 21785 | 2017 Marketing Survey | 89 | none | 0 | none | ||
| 21786 | 2017 Operating Expenses Survey | 89 | none | 0 | none | ||
| 21787 | 2017 Policies, Procedures & Benefits Survey | 6 | none | -83 | none |