Fold 2 - Understanding why coefficient -498 was selected
Tag: RELEASED
Selected Coefficient: -498
Taxonomy Path: -0.6
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? |
|---|---|---|---|---|---|
| -498 | 2.000000 | -0.6 | -6.0 (-(6*83)) | Yes | |
| -6 | 2.000000 | -6 | -6 (-(6)) | No | |
| 7159 | 2.000000 | 21.3.1 | 1.3.21 (6889 + 3*83 + 21) | No |
These are the training products that have the "RELEASED" tag (processing sequence 6282). 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 |
|---|---|---|---|---|---|---|---|
| 21820 | Compensation Data Platform | 7159 | none | 7657 | none | ||
| 21969 | 2023 Financial Performance Report and Benchmarking Tool | -6 | FINANCIAL PERFORMANCE, 2023 RESEARCH PUBLICATIONS | 492 | none | ||
| 21958 | 2022 Recruitment and Retention Report | -498 | 2022 RESEARCH PUBLICATION | 0 | none |