Fold 0 - Understanding why coefficient 4663937 was selected
Tag: WEAREAEC
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 4663937 | 0.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes |
These are the training products that have the "WEAREAEC" tag (processing sequence 482). 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 |
|---|---|---|---|---|---|---|---|
| 21815 | AT CONFERENCE PURCHASE We are AEC - T-Shirt | 4663937 | none | 0 | none | ||
| 21894 | We are AEC - I am a Landscape Architect | 4663937 | none | 0 | none | ||
| 21896 | We are AEC - I am a Marketing Professional | 4663937 | none | 0 | none | ||
| 21897 | We are AEC - I am an Administrator | 4663937 | none | 0 | none | ||
| 21905 | We are AEC - I am a Planner | 4663937 | none | 0 | none | ||
| 21906 | We are AEC - I am a Project Manager | 4663937 | none | 0 | none | ||
| 22009 | We are AEC - I am a Contractor | 4663937 | none | 0 | none | ||
| 22010 | We are AEC - I am a Designer | 4663937 | none | 0 | none |