Fold 2 - Understanding why coefficient 1486320 was selected
Tag: PLANT CARE
Selected Coefficient: 1486320
Taxonomy Path: 14.12.1.3
Taxonomy Name: Home & Garden > Lawn & Garden > Gardening > Fertilizers
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1486320 | 2.012658 | 14.12.1.3 | 3.1.12.14 (3*79^3 + 6241 + 12*79 + 14) | Home & Garden > Lawn & Garden > Gardening > Fertilizers | Yes |
| 2522405 | 2.012658 | 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 | No |
| -6708 | 3.000000 | -72.5.1 | -1.5.72 (-(6241 + 5*79 + 72)) | No | |
| 2439836 | 3.000000 | 0.74.74.4 | 4.74.74.0 (4*79^3 + 74*79^2 + 74*79) | No |
These are the training products that have the "PLANT CARE" tag (processing sequence 4384). 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 |
|---|---|---|---|---|---|---|---|
| 19465 | Large Black 40 Watt LED Aspect Growlight | 2522405 | Home & Garden > Lighting > Lighting Fixtures > Pendant Light Fixtures | none | 1036085 | none | |
| 19496 | Gnat Sticky Trap | 2439836 | HOLIDAY FAVORITE | 953516 | none | ||
| 19457 | Nutrients Houseplant Mix | 1486320 | Home & Garden > Lawn & Garden > Gardening > Fertilizers | none | 0 | none | |
| 19469 | Eco Drip Kit | -6708 | ACCESSORY35 | -1493028 | none |