Fold 4 - Understanding why coefficient 1014 was selected
Tag: BUSINESS ESSENTIALS
Selected Coefficient: 1014
Taxonomy Path: 18.12
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 1014 | 0.048193 | 18.12 | 12.18 (12*83 + 18) | Yes | |
| 242500039 | 0.048195 | 18.4.9.9.5 | 5.9.9.4.18 (5*83^4 + 9*83^3 + 9*83^2 + 4*83 + 18) | No | |
| 7495582 | 0.048195 | 18.4.9.13 | 13.9.4.18 (13*83^3 + 9*83^2 + 4*83 + 18) | No | |
| 1097 | 0.060241 | 18.13 | 13.18 (13*83 + 18) | No | |
| 1180 | 0.060241 | 18.14 | 14.18 (14*83 + 18) | No |
These are the training products that have the "BUSINESS ESSENTIALS" tag (processing sequence 6083). 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 |
|---|---|---|---|---|---|---|---|
| 32636 | NotePads | 242500039 | none | 242499025 | none | ||
| 32622 | Letterheads | 7495582 | none | 7494568 | none | ||
| 32629 | Printed Envelopes | 1180 | none | 166 | none | ||
| 32634 | Brochures / Flyers | 1097 | none | 83 | none | ||
| 32621 | Rack Cards | 1014 | none | 0 | none | ||
| 32624 | PostCards | 1014 | none | 0 | none |