Fold 0 - Understanding why coefficient 69983 was selected
Tag: FREE-SHIPPING
Selected Coefficient: 69983
Taxonomy Path: 14.13.10
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 69983 | 2.000002 | 14.13.10 | 10.13.14 (10*83^2 + 13*83 + 14) | Yes | |
| 1213557 | 2.000003 | 14.13.10.2 | 2.10.13.14 (2*83^3 + 10*83^2 + 13*83 + 14) | No | |
| 7328 | 3.000145 | 24.5.1 | 1.5.24 (6889 + 5*83 + 24) | No | |
| 200220 | 3.000145 | 24.5.29 | 29.5.24 (29*83^2 + 5*83 + 24) | No |
These are the training products that have the "FREE-SHIPPING" tag (processing sequence 5632). 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 |
|---|---|---|---|---|---|---|---|
| 28600 | Tulio Rainbow Dream Light Lamp | 1213557 | none | 1143574 | none | ||
| 28565 | Reversible Plushie - Panda Black/Red | 200220 | none | 130237 | none | ||
| 28593 | Tulio Fairy Princess Dream Light Lamp | 69983 | none | 0 | none | ||
| 28599 | Tulio Dream Lights - Digger Lamp | 69983 | none | 0 | none | ||
| 28592 | Reversible Plushie - Calico Cat | 7328 | none | -62655 | none |