Fold 3 - Understanding why coefficient -100093 was selected
Tag: DAKOTA ALERT 4000 SERIES
Selected Coefficient: -100093
Taxonomy Path: -0.3.16
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -100093 | 0.000160 | -0.3.16 | -16.3.0 (-(16*79^2 + 3*79)) | Yes | |
| -81370 | 0.000160 | -0.3.13 | -13.3.0 (-(13*79^2 + 3*79)) | No |
These are the training products that have the "DAKOTA ALERT 4000 SERIES" tag (processing sequence 3168). 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 | -81370 | UPDATED | 18723 | none | ||
| 21363 | Dakota Alert 4000 Probe Alert Kit and Receiver with Relays, 250' | -100093 | UPDATED | 0 | none |