Fold 2 - Understanding why coefficient 85 was selected
Tag: FREE SHIPPING
Selected Coefficient: 85
Taxonomy Path: 14.1
Taxonomy Name: Home & Garden > Bathroom Accessories
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 85 | 0.000000 | 14.1 | 1.14 (71 + 14) | Home & Garden > Bathroom Accessories | Yes |
These are the training products that have the "FREE SHIPPING" tag (processing sequence 1235). 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 |
|---|---|---|---|---|---|---|---|
| 7349 | Nero | Round Gun Metal Grey 300mm Shower Head | 85 | Home & Garden > Bathroom Accessories | none | 0 | none | |
| 7389 | Nero | Universal Gun Metal Pop Up Bath Waste | 85 | Home & Garden > Bathroom Accessories | none | 0 | none | |
| 7419 | Metro | Oval Brushed Gold Framed LED Mirror - Three Light Temperatures | 85 | Home & Garden > Bathroom Accessories | none | 0 | none | |
| 7421 | Oasis | Frameless 1400mm Sensor LED Mirror - Three Light Temperatures | 85 | Home & Garden > Bathroom Accessories | none | 0 | none |