Fold 1 - Understanding why coefficient 6815 was selected
Tag: WOOLMAN-TEAM
Selected Coefficient: 6815
Taxonomy Path: 21.7.1
Taxonomy Name: Services > Professional Services > Consulting Services
Products with this tag: 23
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? |
|---|---|---|---|---|---|
| 6815 | 9.088768 | 21.7.1 | 1.7.21 (6241 + 7*79 + 21) | Services > Professional Services > Consulting Services | Yes |
| 18981 | 9.088928 | 21.3.3 | 3.3.21 (3*79^2 + 3*79 + 21) | Services > Business Services > Office Services | No |
| 6499 | 9.089409 | 21.3.1 | 1.3.21 (6241 + 3*79 + 21) | Services > Business Services > Human Resources & Payroll | No |
| 31779 | 9.089569 | 21.7.5 | 5.7.21 (5*79^2 + 7*79 + 21) | Services > Professional Services > Marketing & Advertising | No |
| 0 | 14.050793 | 0 | 0 (0) | No | |
| -18723 | 14.051274 | -0.0.3 | -3.0.0 (-(3*79^2)) | No | |
| 316 | 14.063451 | 0.4 | 4.0 (4*79) | No | |
| -12166 | 14.063772 | -0.75.1 | -1.75.0 (-(6241 + 75*79)) | No |
These are the training products that have the "WOOLMAN-TEAM" tag (processing sequence 3720). 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 |
|---|---|---|---|---|---|---|---|
| 19542 | Jacinda Vuorinen | 31779 | Services > Professional Services > Marketing & Advertising | none | 24964 | none | |
| 19551 | Matti Harjunen | 18981 | Services > Business Services > Office Services | none | 12166 | none | |
| 19544 | Julia Huovila | 18981 | Services > Business Services > Office Services | none | 12166 | none | |
| 19545 | Kaisu Piisilä | 18981 | Services > Business Services > Office Services | none | 12166 | none | |
| 19553 | Nihad Memić | 18981 | Services > Business Services > Office Services | none | 12166 | none | |
| 19550 | Matias Toukonen | 18981 | Services > Business Services > Office Services | none | 12166 | none | |
| 19562 | Waltteri Hietala | 6815 | Services > Professional Services > Consulting Services | none | 0 | none | |
| 19546 | Konsta Saarela | 6815 | Services > Professional Services > Consulting Services | none | 0 | none | |
| 19537 | Anders Danielson | 6815 | Services > Professional Services > Consulting Services | none | 0 | none | |
| 19561 | Tuomas Remes | 6815 | Services > Professional Services > Consulting Services | none | 0 | none | |
| 19556 | Teemu Tolonen | 6815 | Services > Professional Services > Consulting Services | none | 0 | none | |
| 19554 | Petteri Mustalahti | 6815 | Services > Professional Services > Consulting Services | none | 0 | none | |
| 19535 | Aaron Salonen | 6499 | Services > Business Services > Human Resources & Payroll | none | -316 | none | |
| 19555 | Pinja Kuitunen | 6499 | Services > Business Services > Human Resources & Payroll | none | -316 | none | |
| 19552 | Michael Norman | 316 | ECOMMERCE-SPECIALIST | -6499 | none | ||
| 19549 | Mari Niemelä | 316 | ECOMMERCE-SPECIALIST | -6499 | none | ||
| 19547 | Maiju Schreck | 316 | ECOMMERCE-SPECIALIST | -6499 | none | ||
| 19536 | Akseli Kaarninen | 0 | ECOMMERCE-SPECIALIST | -6815 | none | ||
| 19541 | Hain Joubert | 0 | ECOMMERCE-SPECIALIST | -6815 | none | ||
| 19540 | Atte Päärni | 0 | ECOMMERCE-SPECIALIST | -6815 | none | ||
| 19538 | Antti Salmi | 0 | ECOMMERCE-SPECIALIST | -6815 | none | ||
| 19558 | Tiia Ojanaho | -12166 | ECOMMERCE-SPECIALIST | -18981 | none | ||
| 19548 | Mareena Löfgrén | -18723 | ECOMMERCE-SPECIALIST | -25538 | none |