Fold 0 - Understanding why coefficient 561 was selected
Tag: IGNORE
Selected Coefficient: 561
Taxonomy Path: 8.7
Taxonomy Name: Electronics > Electronics Accessories
Products with this tag: 8
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 561 | 2.012658 | 8.7 | 7.8 (7*79 + 8) | Electronics > Electronics Accessories | Yes |
| 8 | 2.063291 | 8 | 8 (8) | Electronics | No |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 100342 | 7.000000 | 12.6.16 | 16.6.12 (16*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Hooks, Buckles & Fasteners | No |
These are the training products that have the "IGNORE" tag (processing sequence 2049). 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 |
|---|---|---|---|---|---|---|---|
| 8391 | Stainless Steel Pocket Clip | 100342 | Hardware > Hardware Accessories > Hooks, Buckles & Fasteners | none | 99781 | none | |
| 8375 | GeekVape Cerberus - Resin Tank/810 Tip Combo | 561 | Electronics > Electronics Accessories | none | 0 | none | |
| 8457 | Kayfun Subohm Kit (Tobeco) | 561 | Electronics > Electronics Accessories | none | 0 | none | |
| 8458 | Caravela Tip | 561 | Electronics > Electronics Accessories | none | 0 | none | |
| 8449 | Goon Drip Tips | 561 | Electronics > Electronics Accessories | none | 0 | none | |
| 8455 | Epoxy Resin + Acrylic Hybrid Gold 810 Drip Tip | 561 | Electronics > Electronics Accessories | none | 0 | none | |
| 8438 | Resin + Stainless Steel Hybrid 510 Drip Tip | 8 | Electronics | none | -553 | none | |
| 8460 | E-Slim Replacement Glass | 0 | SMOK | -561 | none |