Fold 0 - Understanding why coefficient 162517 was selected
Tag: WELCOME
Selected Coefficient: 162517
Taxonomy Path: 14.3.26
Taxonomy Name: Home & Garden > Decor > Door Mats
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? |
|---|---|---|---|---|---|
| 162517 | 0.000160 | 14.3.26 | 26.3.14 (26*79^2 + 3*79 + 14) | Home & Garden > Decor > Door Mats | Yes |
| 711725 | 0.000320 | 14.3.35.1 | 1.35.3.14 (493039 + 35*79^2 + 3*79 + 14) | No |
These are the training products that have the "WELCOME" tag (processing sequence 3074). 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 |
|---|---|---|---|---|---|---|---|
| 8374 | Customised Hamptons Coastal Style Doormat | 711725 | STRIPED | 549208 | none | ||
| 8364 | Online Shopper Addict Doormat | 162517 | Home & Garden > Decor > Door Mats | none | 0 | none | |
| 8372 | Wipe Your Ducking Feet Doormat | 162517 | Home & Garden > Decor > Door Mats | none | 0 | none |