Fold 4 - Understanding why coefficient 19297 was selected
Tag: WOOLMAN-TEAM
Selected Coefficient: 19297
Taxonomy Path: 21.7.3
Taxonomy Name: Services > Professional Services > IT & Technology
Products with this tag: 22
Unique residual values tried: 8
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 | 9.076430 | 21.7.3 | 3.7.21 (3*79^2 + 7*79 + 21) | Services > Professional Services > IT & Technology | Yes |
| 6815 | 9.076590 | 21.7.1 | 1.7.21 (6241 + 7*79 + 21) | Services > Professional Services > Consulting Services | No |
| 18981 | 9.088928 | 21.3.3 | 3.3.21 (3*79^2 + 3*79 + 21) | Services > Business Services > Office Services | No |
| 6499 | 9.089249 | 21.3.1 | 1.3.21 (6241 + 3*79 + 21) | Services > Business Services > Human Resources & Payroll | No |
| 0 | 13.038135 | 0 | 0 (0) | No | |
| -12482 | 13.038776 | -0.0.2 | -2.0.0 (-(2*79^2)) | No | |
| -12166 | 13.076110 | -0.75.1 | -1.75.0 (-(6241 + 75*79)) | No | |
| 12798 | 13.076270 | 0.4.2 | 2.4.0 (2*79^2 + 4*79) | No |
These are the training products that have the "WOOLMAN-TEAM" tag (processing sequence 3634). 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 |
|---|---|---|---|---|---|---|---|
| 19547 | Maiju Schreck | 19297 | Services > Professional Services > IT & Technology | none | 0 | none | |
| 19552 | Michael Norman | 19297 | Services > Professional Services > IT & Technology | none | 0 | none | |
| 19549 | Mari Niemelä | 19297 | Services > Professional Services > IT & Technology | none | 0 | none | |
| 19557 | Tero Junttila | 19297 | Services > Professional Services > IT & Technology | none | 0 | ADMINISTRATION | |
| 19538 | Antti Salmi | 18981 | Services > Business Services > Office Services | none | -316 | none | |
| 19536 | Akseli Kaarninen | 18981 | Services > Business Services > Office Services | none | -316 | none | |
| 19560 | Tuomas Nykänen | 18981 | Services > Business Services > Office Services | none | -316 | ADMINISTRATION | |
| 19540 | Atte Päärni | 18981 | Services > Business Services > Office Services | none | -316 | none | |
| 19542 | Jacinda Vuorinen | 12798 | SALES | -6499 | none | ||
| 19554 | Petteri Mustalahti | 6815 | Services > Professional Services > Consulting Services | none | -12482 | ADMINISTRATION | |
| 19558 | Tiia Ojanaho | 6815 | Services > Professional Services > Consulting Services | none | -12482 | none | |
| 19559 | Topi Hyttinen | 6815 | Services > Professional Services > Consulting Services | none | -12482 | none | |
| 19543 | Juha Harju | 6499 | Services > Business Services > Human Resources & Payroll | none | -12798 | ADMINISTRATION | |
| 19535 | Aaron Salonen | 6499 | Services > Business Services > Human Resources & Payroll | none | -12798 | ADMINISTRATION | |
| 19550 | Matias Toukonen | 0 | SALES | -19297 | none | ||
| 19541 | Hain Joubert | 0 | SALES | -19297 | ADMINISTRATION | ||
| 19544 | Julia Huovila | 0 | SALES | -19297 | none | ||
| 19551 | Matti Harjunen | 0 | SALES | -19297 | none | ||
| 19553 | Nihad Memić | 0 | SALES | -19297 | none | ||
| 19546 | Konsta Saarela | -12166 | SALES | -31463 | ADMINISTRATION | ||
| 19562 | Waltteri Hietala | -12166 | SALES | -31463 | none | ||
| 19555 | Pinja Kuitunen | -12482 | SALES | -31779 | none |