Fold 4 - Understanding why coefficient -493039 was selected
Tag: FAMILY
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
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? |
|---|---|---|---|---|---|
| -493039 | 1.000000 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 162517 | 1.000000 | 14.3.26 | 26.3.14 (26*79^2 + 3*79 + 14) | Home & Garden > Decor > Door Mats | No |
These are the training products that have the "FAMILY" tag (processing sequence 3182). 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 |
|---|---|---|---|---|---|---|---|
| 8384 | Centre of Your World - Personalised Doormat Template | 162517 | Home & Garden > Decor > Door Mats | none | 655556 | none | |
| 20450 | WONTON WEDNESDAY Outfit | -493039 | DRESS | 0 | none |