Fold 2 - Understanding why coefficient 354065295 was selected
Tag: ADDED-BY-N8N
Selected Coefficient: 354065295
Taxonomy Path: 14.11.10.7.9
Taxonomy Name: Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Trays
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 354065295 | 0.000000 | 14.11.10.7.9 | 9.7.10.11.14 (9*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Trays | Yes |
These are the training products that have the "ADDED-BY-N8N" tag (processing sequence 837). 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 |
|---|---|---|---|---|---|---|---|
| 19781 | Black Walnut & Blue Epoxy Serving Tray w/ Handles | 354065295 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Trays | none | 0 | none | |
| 19782 | Black Walnut & Blue Epoxy Serving Tray w/ Handles | 354065295 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Trays | none | 0 | none | |
| 19787 | Black Walnut Serving Tray with Purple & Gold River and Handles | 354065295 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Trays | none | 0 | none |