Fold 0 - Understanding why coefficient 19297 was selected
Tag: EXTEND
Selected Coefficient: 19297
Taxonomy Path: 21.7.3
Taxonomy Name: Services > Professional Services > IT & Technology
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 19297 | 0.012658 | 21.7.3 | 3.7.21 (3*79^2 + 7*79 + 21) | Services > Professional Services > IT & Technology | Yes |
| 44024 | 0.012658 | 21.4.7 | 7.4.21 (7*79^2 + 4*79 + 21) | Services > Entertainment & Recreation Services > Outdoor Activities | No |
These are the training products that have the "EXTEND" tag (processing sequence 2747). 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 |
|---|---|---|---|---|---|---|---|
| 17723 | Extend Protection Plan | 44024 | Services > Entertainment & Recreation Services > Outdoor Activities | none | 24727 | none | |
| 21242 | Extend Protection Plan | 19297 | Services > Professional Services > IT & Technology | none | 0 | none |