Fold 0 - Understanding why coefficient 13056 was selected
Tag: FREE RESOURCES
Selected Coefficient: 13056
Taxonomy Path: 21.7.2
Taxonomy Name: Services > Professional Services > Finance & Insurance
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 13056 | 1.000000 | 21.7.2 | 2.7.21 (2*79^2 + 7*79 + 21) | Services > Professional Services > Finance & Insurance | Yes |
| 559 | 2.000000 | 6.7 | 7.6 (7*79 + 6) | Business & Industrial > Finance & Insurance | No |
These are the training products that have the "FREE RESOURCES" tag (processing sequence 2528). 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 |
|---|---|---|---|---|---|---|---|
| 21814 | Analytics Boost Business Valuations - Clayton & McKervey Sponsored Webinar | 13056 | Services > Professional Services > Finance & Insurance | none | 0 | none | |
| 21830 | If I Only Knew Then What I Know Now: The Secret to Successful Transactions - A Clayton & McKervey Sponsored Webinar | 13056 | Services > Professional Services > Finance & Insurance | none | 0 | none | |
| 21826 | Free Preview for 2022 Valuation Report of AEC Firms | 559 | Business & Industrial > Finance & Insurance | none | -12497 | 2022 RESEARCH PUBLICATION, FREE REPORT |