Fold 3 - Understanding why coefficient -282141 was selected
Tag: WELCOME
Selected Coefficient: -282141
Taxonomy Path: -58.68.55
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? |
|---|---|---|---|---|---|
| -282141 | 1.000000 | -58.68.55 | -55.68.58 (-(55*71^2 + 68*71 + 58)) | 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 2386). 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 |
|---|---|---|---|---|---|---|---|
| 8372 | Wipe Your Ducking Feet Doormat | 131293 | Home & Garden > Decor > Door Mats | none | 413434 | none | |
| 8374 | Customised Hamptons Coastal Style Doormat | -282141 | BEACH, STRIPED | 0 | none |