Fold 0 - Understanding why coefficient -1108937 was selected
Tag: WELCOME
Selected Coefficient: -1108937
Taxonomy Path: -59.69.6.3
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -1108937 | 1.000000 | -59.69.6.3 | -3.6.69.59 (-(3*71^3 + 6*71^2 + 69*71 + 59)) | Yes | |
| 131293 | 1.000000 | 14.3.26 | 26.3.14 (26*71^2 + 3*71 + 14) | Home & Garden > Decor > Door Mats | No |
These are the training products that have the "WELCOME" tag (processing sequence 2381). 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 |
|---|---|---|---|---|---|---|---|
| 8364 | Online Shopper Addict Doormat | 131293 | Home & Garden > Decor > Door Mats | none | 1240230 | none | |
| 8374 | Customised Hamptons Coastal Style Doormat | -1108937 | BEACH, STRIPED | 0 | none |