Fold 1 - Understanding why coefficient 2522405 was selected
Tag: PLANT CARE
Selected Coefficient: 2522405
Taxonomy Path: 14.13.9.5
Taxonomy Name: Home & Garden > Lighting > Lighting Fixtures > Pendant Light Fixtures
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? |
|---|---|---|---|---|---|
| 2522405 | 0.012658 | 14.13.9.5 | 5.9.13.14 (5*79^3 + 9*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lighting Fixtures > Pendant Light Fixtures | Yes |
| 2472398 | 0.025316 | 14.12.1.5 | 5.1.12.14 (5*79^3 + 6241 + 12*79 + 14) | Home & Garden > Lawn & Garden > Gardening > Gardening Accessories | No |
These are the training products that have the "PLANT CARE" tag (processing sequence 2407). 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 |
|---|---|---|---|---|---|---|---|
| 19464 | Large White 40 Watt LED Aspect Growlight | 2522405 | Home & Garden > Lighting > Lighting Fixtures > Pendant Light Fixtures | none | 0 | none | |
| 19465 | Large Black 40 Watt LED Aspect Growlight | 2522405 | Home & Garden > Lighting > Lighting Fixtures > Pendant Light Fixtures | none | 0 | none | |
| 19496 | Gnat Sticky Trap | 2472398 | Home & Garden > Lawn & Garden > Gardening > Gardening Accessories | none | -50007 | HOLIDAY FAVORITE |