Fold 3 - Understanding why coefficient -2995840 was selected
Tag: FAMILY
Selected Coefficient: -2995840
Taxonomy Path: -2.2.6.6
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? |
|---|---|---|---|---|---|
| -2995840 | 1.000000 | -2.2.6.6 | -6.6.2.2 (-(6*79^3 + 6*79^2 + 2*79 + 2)) | 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 3179). 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 | 3158357 | none | |
| 20450 | WONTON WEDNESDAY Outfit | -2995840 | GIRLS, DRESS | 0 | none |