Fold 1 - Understanding why coefficient 2869195 was selected
Tag: SHADE HOUSES
Selected Coefficient: 2869195
Taxonomy Path: 14.12.1.8
Taxonomy Name: Home & Garden > Lawn & Garden > Gardening > Greenhouses
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 2869195 | 1.000000 | 14.12.1.8 | 8.1.12.14 (8*71^3 + 5041 + 12*71 + 14) | Home & Garden > Lawn & Garden > Gardening > Greenhouses | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SHADE HOUSES" tag (processing sequence 2041). 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 |
|---|---|---|---|---|---|---|---|
| 5318 | Adloheat Shade House - 1800mm (6') Wide Series | 2869195 | Home & Garden > Lawn & Garden > Gardening > Greenhouses | none | 0 | none | |
| 8210 | Replacement Covers - Shade & Hot Houses | 2869195 | Home & Garden > Lawn & Garden > Gardening > Greenhouses | none | 0 | none | |
| 8209 | Adloheat Combination Shade House/Hot House | 0 | GREENHOUSES | -2869195 | none |