Fold 0 - Understanding why coefficient -480557 was selected
Tag: MINI
Selected Coefficient: -480557
Taxonomy Path: -0.0.77
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -480557 | 1.000160 | -0.0.77 | -77.0.0 (-(77*79^2)) | Yes | |
| 986078 | 1.000160 | 0.0.0.2 | 2.0.0.0 (2*79^3) | No | |
| -8413035 | 2.000000 | -9.2.5.17 | -17.5.2.9 (-(17*79^3 + 5*79^2 + 2*79 + 9)) | No |
These are the training products that have the "MINI" tag (processing sequence 2075). 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 |
|---|---|---|---|---|---|---|---|
| 5900 | Accell Nano - USB-C to USB-A 3.1 Gen 2 10Gbps Adapter | 986078 | ADAPTER | 1466635 | none | ||
| 863 | Dacie | -480557 | ESSENTIEL ANTWERP | 0 | none | ||
| 7414 | 3/8" Royal Icing Drop Flowers - Mini - Assorted - Kosher | -8413035 | BASE_ROYAL ICING, COLOR_ASSORTED | -7932478 | none |