Fold 2 - Understanding why coefficient 6815 was selected
Tag: SALES
Selected Coefficient: 6815
Taxonomy Path: 21.7.1
Taxonomy Name: Services > Professional Services > Consulting Services
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 6815 | 3.037975 | 21.7.1 | 1.7.21 (6241 + 7*79 + 21) | Services > Professional Services > Consulting Services | Yes |
| 18981 | 3.050633 | 21.3.3 | 3.3.21 (3*79^2 + 3*79 + 21) | Services > Business Services > Office Services | No |
| 0 | 7.012818 | 0 | 0 (0) | No | |
| 78923686 | 7.012818 | 0.0.6.2.2 | 2.2.6.0.0 (2*79^4 + 2*79^3 + 6*79^2) | No | |
| -316 | 7.025316 | -0.4 | -4.0 (-(4*79)) | No |
These are the training products that have the "SALES" tag (processing sequence 3652). 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 |
|---|---|---|---|---|---|---|---|
| 5981 | Thunderbolt™ 4 Docking Station | 78923686 | USB-C HUBS, RJ45, 8K | 78916871 | none | ||
| 19550 | Matias Toukonen | 18981 | Services > Business Services > Office Services | none | 12166 | none | |
| 19551 | Matti Harjunen | 18981 | Services > Business Services > Office Services | none | 12166 | none | |
| 19553 | Nihad Memić | 18981 | Services > Business Services > Office Services | none | 12166 | none | |
| 19562 | Waltteri Hietala | 6815 | Services > Professional Services > Consulting Services | none | 0 | none | |
| 19537 | Anders Danielson | 6815 | Services > Professional Services > Consulting Services | none | 0 | none | |
| 19556 | Teemu Tolonen | 6815 | Services > Professional Services > Consulting Services | none | 0 | none | |
| 19561 | Tuomas Remes | 6815 | Services > Professional Services > Consulting Services | none | 0 | none | |
| 5974 | Thunderbolt 3 Docking Station - 40 Gbps | 0 | USB-C HUBS | -6815 | none | ||
| 19541 | Hain Joubert | -316 | ECOMMERCE-SPECIALIST | -7131 | ADMINISTRATION |