Fold 2 - Understanding why coefficient 20937 was selected
Tag: WOOLMAN-TEAM
Selected Coefficient: 20937
Taxonomy Path: 21.3.3
Taxonomy Name:
Products with this tag: 22
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? |
|---|---|---|---|---|---|
| 20937 | 0.096966 | 21.3.3 | 3.3.21 (3*83^2 + 3*83 + 21) | Yes | |
| 7159 | 0.097982 | 21.3.1 | 1.3.21 (6889 + 3*83 + 21) | No | |
| 270 | 0.098273 | 21.3 | 3.21 (3*83 + 21) | No | |
| 7491 | 0.169110 | 21.7.1 | 1.7.21 (6889 + 7*83 + 21) | No | |
| 21269 | 0.169400 | 21.7.3 | 3.7.21 (3*83^2 + 7*83 + 21) | Services > Professional Services > IT & Technology | No |
These are the training products that have the "WOOLMAN-TEAM" tag (processing sequence 5206). 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 |
|---|---|---|---|---|---|---|---|
| 19557 | Tero Junttila | 21269 | Services > Professional Services > IT & Technology | none | 332 | none | |
| 19549 | Mari Niemelä | 21269 | Services > Professional Services > IT & Technology | none | 332 | none | |
| 19547 | Maiju Schreck | 21269 | Services > Professional Services > IT & Technology | none | 332 | none | |
| 19538 | Antti Salmi | 20937 | none | 0 | none | ||
| 19540 | Atte Päärni | 20937 | none | 0 | none | ||
| 19541 | Hain Joubert | 20937 | none | 0 | none | ||
| 19560 | Tuomas Nykänen | 20937 | none | 0 | none | ||
| 19544 | Julia Huovila | 20937 | none | 0 | none | ||
| 19545 | Kaisu Piisilä | 20937 | none | 0 | none | ||
| 19551 | Matti Harjunen | 20937 | none | 0 | none | ||
| 19550 | Matias Toukonen | 20937 | none | 0 | none | ||
| 19553 | Nihad Memić | 20937 | none | 0 | none | ||
| 19536 | Akseli Kaarninen | 20937 | none | 0 | none | ||
| 19561 | Tuomas Remes | 7491 | none | -13446 | none | ||
| 19537 | Anders Danielson | 7491 | none | -13446 | none | ||
| 19554 | Petteri Mustalahti | 7491 | none | -13446 | none | ||
| 19556 | Teemu Tolonen | 7491 | none | -13446 | none | ||
| 19559 | Topi Hyttinen | 7491 | none | -13446 | none | ||
| 19535 | Aaron Salonen | 7159 | none | -13778 | none | ||
| 19555 | Pinja Kuitunen | 7159 | none | -13778 | none | ||
| 19543 | Juha Harju | 7159 | none | -13778 | none | ||
| 19548 | Mareena Löfgrén | 270 | none | -20667 | none |