Fold 2 - Understanding why coefficient 589 was selected
Tag: DAKOTA ALERT 4000 SERIES
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 589 | 0.024096 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 340 | 0.024242 | 8.4 | 4.8 (4*83 + 8) | Electronics > Communications | No |
| 21007 | 0.024242 | 8.4.3 | 3.4.8 (3*83^2 + 4*83 + 8) | No |
These are the training products that have the "DAKOTA ALERT 4000 SERIES" tag (processing sequence 4722). 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 |
|---|---|---|---|---|---|---|---|
| 21372 | Dakota Alert 4000 Universal Transmitter | 21007 | none | 20418 | UPDATED | ||
| 21361 | Dakota Alert 4000 PIR Motion Transmitter | 589 | none | 0 | UPDATED | ||
| 21374 | Dakota Alert 4000 Universal Transmitter/Receiver Kit | 589 | none | 0 | UPDATED | ||
| 21363 | Dakota Alert 4000 Probe Alert Kit and Receiver with Relays, 250' | 340 | Electronics > Communications | none | -249 | UPDATED |